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ZS to introduce ZAIDYN intelligence into Agentforce Life Sciences

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ZS to introduce ZAIDYN intelligence into Agentforce Life Sciences

ZS is growing its partnership with Salesforce, now bringing ZAIDYN intelligence directly into Salesforce’s Agentforce Life Sciences. Available starting in January 2026, this integration will boost sales and marketing performance. Its smarter omnichannel orchestration, field strategy planning and execution will equip life sciences teams to deliver therapies to patients more rapidly.

This ZAIDYN integration empowers organizations on three core fronts:

  • Personalized, compliant healthcare professional (HCP) engagement: Rich healthcare professional intelligence, derived from ZAIDYN Customer Engagement, integrates life-sciences-specific insights directly within Salesforce workflows. This intelligence helps teams drive more relevant interactions.
  • Improved field effectiveness: ZAIDYN Field Performance, when integrated with Salesforce, can help organizations optimize territory coverage, apply dynamic deployment and introduce performance-driven incentives. This way, reps are in the right place to engage with the right customers, and reps can showcase measurable results to close care gaps more efficiently.
  • Expand Agentforce with life-sciences-trained agents: ZAIDYN extends Agentforce with contextual, domain-trained agents that provide recommendations and automate next best actions. Agent capabilities include HCP suggestions, Next Best Action, personalized content and dynamic targeting to help teams anticipate customer needs and act faster.

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Integration will be facilitated through multiple modalities, including API-based approaches, MuleSoft and Data Cloud integration packages, and agent deployments via AgentExchange.

“ZS’s ready-to-use data and intelligence engine acts as an extension of Agentforce Life Sciences, allowing users of Salesforce to integrate powerful industry insights from ZAIDYN seamlessly into the flow of work,” said Tara Helm, VP Agentforce Life Sciences Strategy, Salesforce.

Jaideep Bajaj, Chairman Emeritus and Head of ZS’s platforms and products business unit, added, “We’re excited to bring together the right combination of Salesforce’s industry-specific Agentforce platform, ZAIDYN intelligence and ZS consulting to deliver for our clients and meet their goals. When Salesforce is the chosen platform, ZS makes it work for life sciences. With ZAIDYN intelligence, we can strengthen field planning with the intelligence and orchestration of a life-sciences-native system.”

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Xcel Energy to Provide Personalized Energy Services to Customers Using Oracle Platform

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Xcel Energy to Provide Personalized Energy Services to Customers Using Oracle Platform

Energy provider taps the AI-powered Oracle Opower Platform to provide personalized energy usage insights to millions of customers and give them tips on how to save

Xcel Energy, a major electric and natural gas provider, has selected the AI-enabled Oracle Opower customer engagement platform to support its energy programs, strengthen customer experiences, and improve grid resiliency. Designed to provide customers with insights on their own energy use, Opower residential behavioral energy efficiency programs are now used at more than 100 utilities and have saved more than 38 TWh of energy.

“As utilities transform to meet growing expectations for clean, reliable, and affordable energy, customer engagement is essential,” said Matt O’Keefe, group vice president of Oracle Utilities. “Together with Xcel Energy, we’re delivering innovative, AI-driven solutions that empower customers with personalized insights while providing regulators and policymakers with the measurable outcomes they expect. This collaboration demonstrates how technology and customer experience can accelerate the clean energy transition.”

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Xcel Energy is committed to delivering safe, reliable energy while keeping bills low for its 3.9 million electric customers and 2.2 million natural gas customers across the eight states it serves. The company will use Oracle’s platform to show customers how their energy use compares with similar homes, provide energy savings tips, and give personalized recommendations about energy programs that can help customers save money on their bills.

“As we build out our grid to meet the growing energy demand across the states we serve, we’re focused on continuing to make energy work better for our customers,” said Emmett Romine, vice president, Customer Energy and Transportation Solutions at Xcel Energy. “By providing customers with personalized insights about their energy use, we’re empowering them with options to reduce or shift their usage and potentially save money on their energy bills.”

Empowering a better energy future
The Opower platform powers dozens of products and services to help energy providers give customers insight and choices about their energy use, provide efficient service, and create a satisfying experience. Oracle’s advanced, AI-driven data analytics insights enable seamless integration across utilities’ digital channels, helping to ensure customers receive consistent guidance whether online, on mobile, or through email.

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Components of the Opower platform include:

  • Customer engagement and energy efficiency: Opower Home Energy Reports deliver personalized, data-driven, energy insights, giving customers clear, actionable guidance about their energy usage, where savings opportunities exist, and nudges to take advantage of other customer programs.
  • Behavioral demand response: Scalable, equitable, peak reduction programs that will use well-timed, personalized messages to encourage customers to lower or shift their energy usage during periods of high demand, avoiding costly capacity and keeping the grid more reliable. The addition of this flexible peak reduction resource contributes to deferment of costly infrastructure investments, enhanced grid stability, and long-term energy affordability.
  • Connected energy insights: Through personalized energy insights, utilities can create a seamless customer journey—from regular reports to event driven alerts—that empowers customers to save money, manage peak demand, and support the clean energy transition, all within one unified experience.
  • Real-time analytics: AI-driven, cloud-based dashboards show program performance, customer segmentation, and grid impacts, supporting data-driven decision-making and compliance reporting. Visualizations and insights will be accessible to both program managers and executives—not just data scientists—extending value across the organization.

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Omada Simplifies IGA Visibility with Access Intelligence

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Omada Simplifies IGA Visibility with Access Intelligence

Omada A/S (“Omada”), a global leader in Identity Governance and Administration (IGA), announced that its platform now provides enhanced capability for Access Intelligence that unifies the company’s role intelligence and role visibility capabilities with advanced role analytics. This consolidation advances traditional governance by connecting visibility, analytics and remediation into a single, continuous operational loop.

Many organizations struggle with identity data scattered across HR systems, directories, cloud environments, and SaaS tools, creating fractured views. Omada’s Access Intelligence resolves this fragmentation by consolidating identity and entitlement data from every connected source into one correlated view that reveals the full scope of human and machine access relationships.

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Access Intelligence applies advanced analytics to interpret data and find emerging risks. It highlights how access is used, where policies diverge from practice, and which patterns indicate unnecessary complexity or excessive privilege. By inspecting factors such as historical changes, access patterns, and identity relationships, it uncovers dormant entitlements, hidden dependencies, and privilege drift.

These insights help governance teams assess and refine role models. Access Intelligence detects when boundaries drift – showing where roles have become too broad, redundant, or misaligned – so IGA programs can maintain models that accurately reflect current business needs and support simplified governance. Through real-time anomaly detection via continuous access correlation and ongoing hygiene management with embedded remediation, Access Intelligence enables organizations to proactively maintain role accuracy and governance effectiveness.

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“Access Intelligence bridges the gap between IGA and business-driven security needs,” said Michael Garrett, CEO of Omada. “By unifying visibility, analytics and remediation, it enables organizations to shrink their attack surface, maintain compliance and support business agility – turning static identity data into actionable insight that helps governance teams prioritize what matters most.”

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TripleLift Closes a Breakthrough 2025 with Global Expansion, Creative Innovation and Strategic Partnerships Across CTV, Retail Media, and Addressability

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TripleLift Closes a Breakthrough 2025 with Global Expansion, Creative Innovation and Strategic Partnerships Across CTV, Retail Media, and Addressability

TripleLift, the leading Creative SSP, is celebrating a milestone year defined by global expansion, accelerated product innovation and partnership momentum across CTV, retail media and programmatic addressability. The company advanced its position as the creative engine of programmatic advertising, delivering more relevant and performance driven ad experiences for advertisers and publishers around the world.

2025 introduced a new chapter under Chief Executive Officer Dave Helmreich, whose appointment in February brought renewed focus on creative technology, supply excellence, and global scale. The company expanded into 15 international markets, opened a new office in the heart of Paris, appointed new regional leadership in Canada and the UK, and launched an exclusive partnership with Numatec to accelerate growth across Latin America.

“2025 has been a year of extraordinary momentum for TripleLift, where we’ve proven that creativity and technology can redefine what’s possible in programmatic advertising,” said Helmreich. “Our focus was on defining ourselves as the leading creative SSP. As we look to 2026, we’re committed to scaling that innovation globally and continuing to make advertising work better for all.”

To support its rapid expansion, the company also announced three key leadership hires, including Abby Hamilton, chief people officer, Matthew Novick, chief financial officer and Rob Diechert, who was promoted to chief operating officer after coming on board as general manager of the Exchange. The strategic hires ensure continued excellence in creative, operational, and client success functions.

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Creative Innovation That Redefined CTV

Throughout 2025, TripleLift delivered some of the most celebrated creative advancements in CTV, introducing new ad formats designed to elevate performance and viewer engagement. The company launched Programmatic Pause Ads with DIRECTV Advertising, a category-defining format that transforms the simple act of pressing “pause” into a premium, brand-safe moment for advertisers. Adoption has been strong, with half a dozen publisher partners already live, and additional ones slated to roll out in early 2026. As these advanced formats continue to scale, TripleLift’s holistic CTV inventory footprint has more than doubled year-over-year and advanced formats continue to make up close to one-fifth of all CTV revenue.

This builds on the momentum of TripleLift’s Enhanced Spots, one of the fastest-growing CTV formats in the company’s portfolio. Enhanced Spots incorporate product images, QR codes, and other dynamic content elements directly into the creative, enabling brands to reduce friction between awareness and action and break through the noise of conventional CTV ads.

Growing Demand Side Momentum

TripleLift also strengthened its marketplace position through key platform advancements. In October, the company joined Amazon’s DSP Certified Supply Exchange Program, a milestone that gives advertisers enhanced creative technology capabilities paired with access to premium, high-quality inventory. As part of the technical and integration updates with Amazon DSP, retail media grew 110% YoY organically in 2025. TripleLift also saw demand driven growth increase by 24x, which continues to highlight the importance of retail as a growth area in 2026.

“This year, our teams turned ambition into impact, launching new solutions, expanding globally, and helping partners achieve stronger results across every channel,” said Rob Deichert, chief operating officer at TripleLift. “As we move into 2026, our focus remains on execution, excellence, and creating meaningful value for the advertisers and publishers who trust us to deliver every day.”

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Looking Ahead: AI and CTV Drive the Next Chapter

TripleLift plans to deepen its investment across several key areas to drive future growth and innovation. These strategic priorities include enhancing its AI-powered creative automation capabilities, expanding crucial CTV integrations, developing sophisticated dynamic creative frameworks, and advancing its solutions for identity and addressability.

“As we look ahead, TripleLift is doubling down on the technologies shaping the future of advertising,” said Helmreich. “We’re investing in intelligent creative automation, deeper CTV integrations, and new ways to help brands and publishers connect with audiences through more relevant, impactful ad experiences. The next chapter of programmatic will be defined by creativity powered by AI, and TripleLift intends to lead that transformation.”

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ANY.RUN Launches AI Sigma Rules to Help SOC Teams Scale Detection and Cut MTTR

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ANY.RUN Launches AI Sigma Rules to Help SOC Teams Scale Detection and Cut MTTR

ANY.RUN, a leading provider of interactive malware analysis and threat intelligence solutions, announced the launch of AI Sigma Rules, a new feature that automatically turns verified sandbox detections into reusable, standardized Sigma rules, helping SOC teams scale detection, reduce MTTR, and move faster from investigation to prevention.

𝐖𝐡𝐲 𝐀𝐈 𝐒𝐢𝐠𝐦𝐚 𝐑𝐮𝐥𝐞𝐬 𝐌𝐚𝐭𝐭𝐞𝐫 𝐟𝐨𝐫 𝐌𝐨𝐝𝐞𝐫𝐧 𝐒𝐎𝐂𝐬

SOC teams find real threats every day, but turning those findings into reusable detection logic is still slow and manual. Rules live in different tools and formats, making it hard to scale protection fast.

AI Sigma Rules fix this by turning verified malicious activity into ready-to-use Sigma rules, so every confirmed threat strengthens the whole environment.

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𝐇𝐨𝐰 𝐀𝐈 𝐒𝐢𝐠𝐦𝐚 𝐑𝐮𝐥𝐞𝐬 𝐒𝐨𝐥𝐯𝐞 𝐌𝐨𝐝𝐞𝐫𝐧 𝐒𝐎𝐂 𝐂𝐡𝐚𝐥𝐥𝐞𝐧𝐠𝐞𝐬

AI Sigma Rules address one of the core bottlenecks in modern detection operations: turning confirmed threats into protection that scales. By automating Sigma rule creation directly from sandbox detections, ANY.RUN enables SOC teams to move faster and operate with greater consistency across their security stack.

· 𝗙𝗮𝘀𝘁𝗲𝗿 𝗱𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻-𝘁𝗼-𝗱𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁 𝗰𝘆𝗰𝗹𝗲𝘀, reducing the time it takes to turn investigations into live rules

· 𝗦𝘁𝗿𝗼𝗻𝗴𝗲𝗿 𝗱𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻 𝗰𝗼𝘃𝗲𝗿𝗮𝗴𝗲 𝘁𝗵𝗿𝗼𝘂𝗴𝗵 𝗿𝗲𝘂𝘀𝗮𝗯𝗹𝗲, 𝗯𝗲𝗵𝗮𝘃𝗶𝗼𝗿-𝗯𝗮𝘀𝗲𝗱 𝗦𝗶𝗴𝗺𝗮 𝗿𝘂𝗹𝗲𝘀 tied to real attacks and deployable across SIEM and EDR platforms

· 𝗟𝗼𝘄𝗲𝗿 𝗠𝗧𝗧𝗥, as analysts no longer start from a blank page when building new detections

· 𝗛𝗶𝗴𝗵𝗲𝗿 𝗮𝗻𝗮𝗹𝘆𝘀𝘁 𝗲𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝗰𝘆, with less time spent on manual rule drafting and formatting

· 𝗕𝗲𝘁𝘁𝗲𝗿 𝘀𝗰𝗮𝗹𝗮𝗯𝗶𝗹𝗶𝘁𝘆 𝗳𝗼𝗿 𝗠𝗦𝗦𝗣𝘀, where one investigation can be converted into protection for multiple tenants

· 𝗜𝗺𝗽𝗿𝗼𝘃𝗲𝗱 𝗦𝗢𝗖 𝗺𝗮𝘁𝘂𝗿𝗶𝘁𝘆, using a shared, standardized detection format across all tiers

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Rallio Launches Revolutionary AI Assistant to Transform Multi-Location Brand Management

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Rallio Launches Revolutionary AI Assistant to Transform Multi-Location Brand Management

The Best All-in-One Social Media Management Platform | Rallio

Introduction of Rallio’s New AI Assistant to Transform Brand Analysis and Social Performance Strategy

Rallio | Powered by Ignite Visibility, the AI powerhouse supporting Ignite Visibility’s social media services, unveiled its newest advancement, the Rallio AI Assistant. By powering Ignite’s social strategy with deeper automation and intelligence, Rallio enables franchise and multi-location brands to transform social media into a predictable engine for growth.

The Rallio AI Assistant builds on existing AI features like automated review responses, content creation, image generation, and analytics. Now, brands can simply ask questions, get insight, and uncover new opportunities in seconds. “This isn’t just AI answering questions,” said Chuck Goetschel, Chief Product Officer at Ignite Visibility. “It’s AI that understands your entire ecosystem… what matters, what needs fixing, and where you can win. We built this to give brands not just awareness, but direction.”

Unlike traditional dashboards that require digging through data, the Rallio AI Assistant pulls insights from your Content, Analytics, Community, and Reputation tabs and turns them into plain-language guidance. With one question like “How is my brand doing?”, you instantly get performance highlights, top posts, competitive signals, and recommended next steps, all in one place.

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Key Features & Capabilities

Unified Data Access: The AI Assistant pulls insights from Analytics, Content, Community, and Reputation, and answers natural-language questions instantly. It returns clear summaries, highlights opportunities and risks, and provides actionable recommendations on demand.

Conversational Intelligence: Users can chat naturally with the Assistant, ask follow-up questions, and switch between brand-wide or location-level insights. It remembers context and saves sessions, making data exploration effortless and ongoing.

Actionable Summaries: Instead of overwhelming dashboards, the Assistant breaks down complex reporting into simple takeaways. It surfaces what matters, points to priorities, and recommends next steps so teams can act quickly and confidently.

Competitive Comparison (Flagship Feature): The Assistant generates side-by-side comparisons against local competitors, including ratings, reviews, and visibility. It then offers clear strategies to outperform the competition, turning insight into advantage.

Reputation Intelligence: Brands receive clean summaries of reviews, sentiment trends, and reputation drivers. The Assistant recommends ways to strengthen ratings, improve response strategy, and build customer trust more efficiently.

With this launch, Rallio continues advancing its platform as one of the most intuitive and intelligent tools for multi-location digital management.

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Nutshell Connects Claude, ChatGPT, & More to CRM Data for Instant, Conversational Insights

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Nutshell Connects Claude, ChatGPT, & More to CRM Data for Instant, Conversational Insights

Nutshell

Nutshell’s new MCP server integration lets teams ask plain‑English questions about their pipeline, customers, and activities—and act on answers in seconds.

Nutshell, the CRM and marketing automation platform that saves teams time, announced a new MCP server integration that securely connects AI assistants like Claude and ChatGPT to live CRM data.

The result: instant, natural‑language answers and one‑click follow‑ups that help SMBs make faster, smarter decisions.

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With a quick, no‑code setup, teams can ask questions such as, “Which deals over $5,000 are at risk this week?” and receive clear, data‑backed insights in seconds—then create tasks or launch follow‑ups directly from the response. Nutshell’s permission controls ensure teams decide what AI can access and can revoke it at any time.

“Now you can talk to your CRM like you talk to a colleague,” said Chris Cain, Nutshell’s VP of Product Development. “No more digging through reports—just ask a question and you’ll get the context and actions you need to keep deals moving.”

Designed for real‑world sales workflows, the integration simplifies common use cases, such as:

  • Getting instant pipeline summaries and trend analysis
  • Preparing for calls with quick account context
  • Automating routine reporting without spreadsheets

The MCP server integration supports leading AI assistants, including Claude and ChatGPT, and provides SMBs a fast path to value by transforming CRM data into conversational insights—without requiring custom scripts or complex configuration.

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Luxonis Launches OAK 4 With Hub: A Platform for High-Performance Standalone Edge AI

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Luxonis Launches OAK 4 With Hub: A Platform for High-Performance Standalone Edge AI

Luxonis announced the launch of its OAK 4 devices – a groundbreaking, fully self-contained computer vision camera system that achieves 52 TOPS of AI inference compute all on device (40X the previous generation).

Luxonis is a vertically integrated edge hardware + cloud platform that enables machines to perceive the world. Its spatial AI ‘OAK’ cameras are used globally in robotics and automation across industrial equipment, smart cities, manufacturing, retail, and logistics. With OAK 4, AI workloads run fully on-device and can be managed remotely with no additional hardware — reducing server compute costs and eliminating the need to stream video to the cloud.

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“After years of sustained engineering investment, OAK 4 represents the most advanced generation of our edge-AI platform to date. Direct feedback from field deployments has been clear: they need higher-throughput edge compute, expanded multimodal sensing, higher-resolution imaging pipelines, and rugged hardware. OAK 4 delivers on all fronts, integrating next-generation AI acceleration, a richer sensor stack, and improved environmental durability.” – Bradley Dillon, CEO Luxonis

“The launch of OAK 4 and Luxonis Hub marks a pivotal moment for edge AI in robotics and advanced driver-assistance systems. By combining rugged, high-performance hardware with a unified cloud platform, Luxonis is addressing one of the biggest challenges in deploying AI at scale: maintaining accuracy and adaptability in real-world environments,” stated Anshuman Saxena, VP & GM, ADAS & Robotics, Qualcomm Technologies, Inc. “This innovation empowers developers and enterprises to build smarter, more resilient systems that can perceive and act with unprecedented precision.”

OAK 4: Industry-leading compute, sensor fusion, and durability

The OAK 4 lineup includes four new OAK devices, each integrating a Qualcomm® QCS8550 processor, a versatile, heterogeneous onboard processor that integrates a powerful ISP, GPU, and NSPU, running Yocto Linux OS. This positions OAK as the industry’s most advanced spatial-AI sensors that run completely standalone, requiring no external host system or cloud compute. With 52 TOPS (a 40x improvement) of AI inferencing capacity, they can run multiple computer-vision models at high frame rates, including their proprietary Neural Stereo Depth estimation models.

OAK 4 incorporates patent-pending Dynamic Calibration to maintain precise stereo depth performance even as environmental conditions change in the field. Depending on the device, OAK 4 includes a stereo depth camera pair, a 48-megapixel RGB camera, an IR dot projector, an IR illumination LED, a 9-axis IMU, a microphone, and a wide FOV perfect for navigation. All components are housed within an IP67-rated industrial chassis engineered for shock, vibration, and harsh environmental conditions. Each unit is powered via USB or PoE, along with an M8 connector for IO connectivity.

Luxonis Hub: Unifying Hardware and Software

Luxonis is also launching Hub, a cloud-based platform that enables Luxonis hardware to become a complete computer vision platform. Hub enables simple deployment, over-the-air updates, and device monitoring. Model drift is a primary reason why edge AI fails at scale; Hub addresses this with ‘Snaps’ by intelligently collecting data on the edge and using it to improve AI models. By connecting standalone hardware with intuitive cloud software, a workflow that once required specialized engineering teams can now be completed in just 5 minutes, with limited technical experience required.

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Universal Ads Welcomes New Major Publishers to the Universal Audience Network, Unlocking Even More Premium Streaming Content for Social-First Brands

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Universal Ads Welcomes New Major Publishers to the Universal Audience Network, Unlocking Even More Premium Streaming Content for Social-First Brands

Cox Media, Philo, Samsung Ads, Telly, and Vevo join Universal Ads, further broadening advertiser access to additional market segments and ad inventory across leading, curated publishers.

Universal Ads, which enables brands of any size to create, buy, and measure ads across premium video, announced that another round of leading third-party publishers has joined the Universal Audience Network, bringing the total to more than 20 and giving brands new ways to reach qualified audiences at scale, all in one place. The new publisher partners include Cox Media, Philo, Samsung Ads, Telly, and Vevo.

Another round of leading third-party publishers has joined the Universal Audience Network, bringing the total to more than 20 and giving brands new ways to reach qualified audiences at scale, all in one place.

“Universal Ads continues to make TV buying easy by consolidating fragmented, premium supply into one self-service platform, covering every major kind of high-quality viewing experience, from programmers and cable providers to distributors, smart TVs, VOD, FAST, and more,” said Adam Royle, Head of Publishers, Universal Ads. “This latest curated addition of leading publishers is another step in our mission to grow premium video as a category for businesses, especially those new to TV advertising, while creating new demand for our partners.”

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“Our partnership with Universal Ads not only enables advertisers to leverage our massive Samsung TV Plus footprint within the Universal Audience Network, but will deliver enhanced campaign efficiency with precision and scale,” said Joe Melaragno, Head of Channel Sales, Samsung Ads. “As the leading smart TV brand globally for nearly two decades, we’re excited to see how this collaboration can further help advertisers maximize reach across Samsung’s nearly 60 million US households to optimize business outcomes.”

“Cox Media has continually evolved and invested in our product portfolio to meet audiences where they are and create frictionless, results-driven experiences for advertisers,” said Susy Schwede, Head of Product and Sales Enablement, Cox Media. “The Universal Ads partnership helps us empower brands to reach valuable audiences in premium video environments with greater ease and efficiency.”

With Universal Ads, typically social-first advertisers can easily run campaigns across the inventory of leading publishers who are part of the Universal Audience Network. In doing so, brands can reach more than 90% of U.S. households in the most premium video environments.

“Our partnership with Universal Ads opens up Vevo inventory to new demand, especially from indie agencies, in a self-serve capacity for the first time. Furthermore, the platform gives Vevo the opportunity to build and curate packages, providing buyers with more flexibility and ease in transacting,” said Matt Burgess, Vice President, Ad Tech & Programmatic, Vevo.

“Philo’s primary focus is connecting brands with highly engaged audiences across our premium, brand-safe CTV inventory,” said Aulden Kaye Yi, Head of Advertising Partnerships, Philo. “Our partnership with Universal Ads further extends that goal – giving SMB advertisers a streamlined, scalable way to reach viewers on the biggest screen in the house.”

“Telly’s dual-screen design and persistent Smart Home Screen create a deeper, daily relationship with the consumer, driving engagement far beyond traditional television,” said Seho Lee, President of Advertising for Telly. “That connection powers a new CTV model built for precision targeting, real measurement, and actionable insights. We’re thrilled to partner with Universal Ads to unlock new capabilities for advertisers of every size to engage and delight consumers on the biggest screen in the home.”

The new round of Universal Ads publisher partners join A+E, AMC Networks, DIRECTV, Estrella MediaCo, Fox Corporation, Fuse Media, LG Ad Solutions, NBCUniversal, Paramount, Roku, Scripps, Spectrum Reach, TelevisaUnivision, Vizio, Warner Bros. Discovery, and Xumo.

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Mundial Media Launches Cadmus AI 3.0, Setting a New Standard for AI-Powered Cultural Contextual Intelligence

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WORK-SELF Launches the World’s First Identity-Led Career Operating System Powered by Agentic AI

Updates include enhanced capabilities that deliver real-time contextual targeting for both multicultural and general market audiences

Mundial Media, the industry’s leading AI-powered advertising platform for growth audiences, announced the launch of Cadmus AI 3.0, its most advanced contextual intelligence engine to date. The release significantly enhances the company’s ability to deliver real-time cultural understanding, privacy-safe scale, and high-performing contextual targeting for brands seeking meaningful connections with diverse audiences.

The industry is facing unprecedented signal loss, and most solutions are built on data that is either disappearing or fundamentally unreliable. Cadmus AI 3.0 changes that.

Cadmus AI 3.0 introduces sharper context classification, deeper extraction of cultural signals, and more precise moment-level targeting. By analyzing context and visual signals across millions of pages daily, the engine interprets cultural meaning with extraordinary accuracy. It does so without cookies, IDs, or legacy identity signals. Cadmus AI 3.0 also benefits from three years of compounded machine-learning intelligence, providing a depth of cultural understanding and predictive accuracy.

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“The industry is facing unprecedented signal loss, and most solutions are built on data that is either disappearing or fundamentally unreliable. Cadmus AI 3.0 changes that,” said Tony Gonzalez, CEO & Co-Founder of Mundial Media. “The platform is built to extract hyper-relevant cultural signals in real-time, so brands can understand what audiences are truly paying attention to in the moment, improving ad effectiveness and performance. These enhancements mark a major step toward a more precise, privacy-first future, where cultural relevance and performance are finally aligned.”

Cadmus AI 3.0 enhances its performance for general-market digital publishers, enabling Mundial Media to leverage first-party data to help its clients reach the total market. By integrating these environments, Cadmus AI 3.0 delivers consistent hyper-contextual precision, cultural analysis, suitability scoring, and real-time content classification across all inventory. This approach generates a unified taxonomy and a contextual graph that captures how culture influences behavior at scale. With Cadmus AI 3.0, advertisers can deploy an integrated strategy that engages all audiences with equal relevance, accuracy, and cultural intelligence, breaking down silos and delivering a true total-market approach.

“Cadmus AI 3.0 represents years of research, modeling, and machine-learning innovation,” said Ramon Cendejas, PhD, CTO & Co-Founder of Mundial Media. “Our goal was to design an engine capable of interpreting cultural context with scientific rigor, by identifying patterns, meaning, and intent at a level traditional systems can’t reach. This version expands signal depth, improves precision, and strengthens our ability to surface brand-safe cultural moments at scale. It is a true evolution in how AI can understand culture.”

Cadmus AI 3.0:

  • Generates real-time contextual segments based entirely on content consumption rather than demographics or identity
  • Identifies pockets of high-quality, brand-safe cultural content within pages, articles, and images, filtering low-quality environments and divisive narratives. Brands appear only where cultural relevance and safety align
  • Operates solely on first-party contextual intelligence, enabling deterministic accuracy, cultural relevance, and scalable performance, without tracking individuals or relying on third-party identifiers

“For brands, this means we can precisely align campaigns with the right cultural tentpoles, without waste and with guaranteed brand-safe relevance. Whether it’s Bad Bunny releases, the Super Bowl, the World Cup, Women’s History Month, or any emerging cultural storyline, Cadmus AI 3.0 builds the exact contextual strategy needed to meet audiences in the moment that matters. No other platform can deliver this level of accuracy, cultural insight, and real-time alignment,” added Cendejas.

Cadmus AI 3.0 processes billions of data points and continuously re-trains its models to enhance contextual accuracy, reduce bias, and strengthen brand safety. The system identifies the cultural narratives, signals, and nuances that drive attention, ensuring advertisers reach audiences within meaningful, resonant moments.

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Elcano, Raptive, and Index Exchange Launch Raptive Unison to Bring Exclusive Creator Audiences to CTV and Beyond

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Elcano, Raptive, and Index Exchange Launch Raptive Unison to Bring Exclusive Creator Audiences to CTV and Beyond

Elcano announced a strategic partnership with Raptive, the creator media company, and Index Exchange, one of the world’s largest independent supply-side platforms. The collaboration marks the launch of Raptive Unison, a curation product that gives advertisers access to Raptive’s verified, high-quality audiences across programmatic channels, including Connected TV (CTV).

Partnering with Elcano and Index Exchange allows us to extend Raptive’s passionate creator audiences into CTV environments with a level of intelligence and control that hasn’t been possible before.

By aligning with Elcano and leveraging the infrastructure and sell-side decisioning capabilities of Index Marketplaces, Raptive is introducing a publisher‑first curation model powered by AI‑driven optimization. This collaboration demonstrates how curated deals can be transparent, performance‑driven, and built to return greater value to both publishers and advertisers. Index Marketplaces and its data vendor ecosystem enable curators like Elcano to enrich inventory with high‑quality data signals while ensuring efficiency and transparency across the supply path.

Raptive’s creator network, the most valuable in digital media, reaches over 226 million unique visitors across 6,200+ properties. Using real IP‑level data sourced from within its first‑party framework, Raptive powers future‑ready targeting that safeguards privacy while providing deterministic reach for advertisers.

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This innovative offering is powered by Victoria, Elcano’s proprietary AI optimization engine. Victoria ingests log-level performance data to evaluate supply-side patterns and signals before bid requests are passed downstream, removing low-value impressions and amplifying high-performing combinations. This ensures advertisers access only premium, performance‑aligned data and inventory while publishers and partners like Raptive capture greater value from their audiences. Guided by expert human oversight, Victoria drives efficiency, measurable outcomes, and empowers partners to take greater ownership of their own curation strategies within leading platforms like Index Exchange.

“When we built Elcano, our vision was to make curation synonymous with efficiency and transparency, not added complexity,” said Kyle Vidasolo, CEO of Elcano. “Raptive’s creator audiences are unmatched in quality, and with Index Exchange enabling scaled curation and upstream decisioning, the application of Elcano’s AI‑driven optimizations sets a new standard for performance‑based media.”

“Partnering with Elcano and Index Exchange allows us to extend Raptive’s passionate creator audiences into CTV environments with a level of intelligence and control that hasn’t been possible before,” said Ryan Maynard, SVP, Programmatic Sales Ops at Raptive. “By combining our unique creator data with Elcano’s AI‑driven optimization and Index’s transparent, omnichannel curation platform, we’re offering advertisers new precision and accountability while unlocking high‑impact, privacy‑safe opportunities designed to reach verified households at scale.”

“Index Exchange is committed to empowering curators and media owners with transparent, efficient, and data‑enriched supply paths,” said Steve Roach, Head of Business Development at Index Exchange. “Our partnership with Elcano and Raptive showcases how curated supply can deliver meaningful value to publishers while giving advertisers the performance and clarity they deserve.”

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QualityKiosk Becomes First Major Digital Assurance Provider to Go AI-Native with Computer, by DevRev

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QualityKiosk Becomes First Major Digital Assurance Provider to Go AI-Native with Computer, by DevRev

QualityKiosk Technologies, a global leader in digital assurance and reliability engineering solutions, is proud to announce its strategic partnership with DevRev, an AI-native enterprise software company focused on transforming how teams collaborate. With this partnership, QualityKiosk becomes the first large digital assurance provider to go fully AI-native powered by DevRev’s agentic AI. Together, the companies aim to set a new industry benchmark on digital assurance while making customer success the foundation of every engagement.

This partnership marks a new phase for QualityKiosk, embedding agentic AI into its digital assurance model. By adopting Computer, by DevRev, QualityKiosk is transforming customer experience into one that is faster, more proactive, and more outcome-driven. The approach is already showing measurable results for customers in India, as QualityKiosk has demonstrated how AI-native assurance can reduce operational friction and accelerate digital transformation for enterprises.

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Powered by Computer Memory, a proprietary permission-aware knowledge graph, and Computer AirSync, a bidirectional real-time synchronisation engine, Computer, by DevRev acts as an AI teammate. It finds information and provides answers, and it creates, updates, and automates tasks across teams, the organization, and customer facing workflows. Through this collaboration, businesses gain assurance services that combine technology leadership with a customer-first focus.

“By building on DevRev’s unified, permission aware data lake, our agents work from the same secure context across tools and teams, turning quality from a reactive checkpoint into a proactive discipline. With clear guardrails and auditability, we can move faster without compromise, and our customers feel it in steadier releases, fewer issues, and better digital experiences,” said Maneesh Jhawar, co-founder and CEO of QualityKiosk Technologies.

“QualityKiosk has been a long-standing partner of DevRev, and now, as a customer, they are leading the industry in embracing AI-native operations,” said Dheeraj Pandey, co-founder and CEO of DevRev. “This partnership is about more than adopting new technology. It signals a broader shift in how enterprises think about assurance, moving from reactive checks to proactive systems where customer success is embedded in every decision.”

This partnership strengthens QualityKiosk’s mission of delivering trusted, scalable, and customer-focused digital assurance solutions. By joining forces with DevRev, QualityKiosk sets a new standard for how enterprises approach quality, speed, and customer impact in the AI era.

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Comcast Technology Solutions Selected by Charter and Cox For Back-End Management and Distribution of Out of Market Sports

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Comcast Technology Solutions Selected by Charter and Cox For Back-End Management and Distribution of Out of Market Sports

Separate deals signed with Charter and Cox enable out of market fans to watch games from MLB, NHL, and NBA via Comcast Media360™

Comcast Technology Solutions (CTS) announced it was selected by both Charter Communications, Inc. and Cox, in separate deals, to help create, manage and distribute linear channels for out of market games from premium sports leagues, including MLB, NHL, and NBA. Specifically, Cox and Charter now rely upon Comcast MediaOrigination, part of the Comcast Media360 product portfolio, for back-end video management, delivery, and viewing rights enforcement to give fans the ability to watch their favorite teams outside of the local geographic areas of the teams involved.

“Spectrum customers expect us to provide the best possible collection of premium sports content, including out of market games for their favorite teams,” said Tom Montemagno, Executive Vice President of Programming Acquisition at Charter. “After securing our own content rights agreements with the leagues, it was imperative to have the right back-end system in place to manage and deliver these sports experiences efficiently at scale, which is why we turned to Comcast Technology Solutions.”

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“Sports are a cornerstone of the entertainment experience for our customers and a key part of the value we deliver to their screens every day,” said Mark Gathen, Senior Vice President of Content Acquisition at Cox Communications. “Comcast Technology Solutions removes the technical complexity required to deliver out of market sports, allowing us to focus on offering exceptional sports entertainment subscriptions and viewing choices.”

“Charter and Cox are both committed to providing viewers with the best entertainment and action from all of the top sports leagues, and we are honored to help make that possible,” said Bart Spriester, Senior Vice President and General Manager of Streaming, Broadcast, & Advertising for Comcast Technology Solutions. “Enabling our customers to deliver premium live sports programming, through our world-class CTS SportsHub facility and Comcast Media360, are key differentiators for CTS. These solutions allow operators, broadcasters, and content owners to streamline their video operations, improve efficiency, and position their businesses for long-term success in an increasingly dynamic sports media landscape.”

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Comcast Media360 is a premium managed service for the media and entertainment industry, offering an integrated suite of technologies for comprehensive global video delivery, distribution, and monetization across linear and on-demand platforms. Part of the Comcast Media360 product portfolio includes Comcast MediaOrigination, which provides the capabilities needed to acquire, prepare, create, package, and deliver linear channels and video content across devices. Content is acquired either as live video or file-based acquisition via satellite, fiber, or secure IP. Channels are then prepared with CTS’ rendering operations, cloud-based content supply chain implementation, media asset management, and traffic and metadata services. Next, channels are created with capabilities such as channel automation playout (e.g., advanced graphics, SCTE triggers, closed captioning, and more), master control, and VideoAI™. From there, channels are prepared with the necessary encoding, encryption, and linear rights management (LRM), and then delivered to MVPDs.

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Appnomix Introduces Agentic Commerce Development Kit to Deliver Guaranteed Incremental Revenue for Mobile App Publishers

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Appnomix Introduces Agentic Commerce Development Kit to Deliver Guaranteed Incremental Revenue for Mobile App Publishers

Appnomix debuts the Agentic Commerce Development Kit, enabling mobile apps to earn guaranteed incremental revenue without altering the user experience

Appnomix, a Nomix Group company, announced the availability of its new Agentic Commerce Development Kit (ACDK), a next-generation monetization framework that allows mobile app developers to earn guaranteed incremental revenue without altering their user experience. The ACDK combines Appnomix’s consumer-first commerce intelligence with expansive partner datasets to match users with better deals on the products they already want to buy.

Built on AI-driven intent modeling, the ACDK does not rely on coupon-clipping behavior or intrusive ad units. Instead, it improves the shopping experience by surfacing relevant savings at the moment a user is actively considering a purchase. Consumers continue browsing and shopping normally, while app publishers earn verified, incremental revenue in the background. Integration of the ACDK takes about four hours and requires no changes to the app’s design, user flow or navigation.

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Developers should not need to negotiate merchant partnerships, build price comparison logic, or maintain their own product catalog… We guarantee publishers a baseline level of revenue from day one.”

— Ian Newfeld, CEO, Appnomix

“Our goal is to redefine what commerce looks like,” said Colin Jeavons, CEO of Nomix Group. “With the ACDK, any developer can turn their app into a commerce-aware environment without pushing irrelevant offers or interrupting the user experience. It is passive, precise and built to deliver guaranteed revenue from the first day of integration.”

“With the ACDK, we wanted to eliminate the barriers that prevent most apps from participating in commerce,” said Ian Newfeld, CEO of Appnomix. “Developers should not need to negotiate merchant partnerships, build price comparison logic, or maintain their own product catalog. We deliver all of that through a single integration, and we guarantee publishers a baseline level of revenue from day one.”

Early partner integrations indicate promising potential for incremental earnings and improved revenue per active user. Appnomix is actively working with apps reaching millions of monthly users and benefits from the broader Nomix Group ecosystem, which has influenced significant consumer shopping volume. The Appnomix ACDK is available today, with additional modules and features planned for release in early 2026.

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XbotGo and Impact Soccer Announce Global Partnership to Transform Video Capture and AI-Driven Analysis

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Dimensional Insight named a Strong Performer in the 2025 Voice of the Customer for Analytics and BI

XbotGo

XbotGo and Impact Soccer Announce Global Partnership to Transform Video Capture and AI-Driven Analysis in Youth and Amateur Sports

XbotGo, a leader in AI-powered sports tracking cameras, and Impact Soccer, a rapidly emerging force in AI-based match and player analytics, announced a new global partnership designed to streamline how coaches, players, and parents capture, analyze, and learn from game footage.

Together, the two companies will bring an end-to-end ecosystem that simplifies the full sports-video journey: from capturing every play automatically to turning that footage into actionable insights, all while remaining accessible to teams at every level. XbotGo users around the world will soon gain the ability to seamlessly transfer match footage from their XbotGo account into Impact Soccer, unlocking comprehensive game analysis and individual player statistics. Announcement marks the beginning of a long-term collaboration intended to elevate the game experience for families, coaches, and athletes worldwide.

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“XbotGo was founded on a simple mission: let people stay present in the moment while technology does the hard work in the background,” said Dr. David Tan, Founder & CEO of XbotGo. “Impact Soccer shares that belief. Their analytics empower teams just as our cameras empower parents and coaches. By working together, we’re making high-quality video capture and professional-grade analysis easier and more affordable than ever.”
Impact Soccer CEO Joshua Konowe echoed the excitement: “We’ve built our platform to work with any camera, but what XbotGo brings to the field is exceptional. Their AI-driven tracking produces the kind of clean, consistent footage our system thrives on. This partnership is about creating a complete, intuitive experience that helps clubs focus on performance, not on technology.”

A Proven Combination for Clubs
The collaboration builds on real-world results already seen at organizations such as New Jersey Crush FC, one of the longest-standing girls soccer programs in the state. The club adopted XbotGo’s portable AI camera alongside Impact Soccer’s analytics platform this fall and has reported dramatic improvements in efficiency, cost savings, and player engagement. By replacing traditional camera systems with a lighter, more flexible capture setup and pairing it with AI-based analysis, New Jersey Crush cut its annual video-analysis costs by more than half while delivering faster, deeper insights to players and coaches.
“Our teams improved due to the game breakdown,” said Lee Glover, New Jersey Crush FC CEO. “It allowed coaches to review individual and functional actions more specifically with players.” That early success, delivered without any custom integration, demonstrates the potential of an even closer partnership between the two companies.

Building the Future of Accessible Sports Technology
Both XbotGo and Impact Soccer ultimately share a mission: to democratize high-quality tools once reserved for elite programs and make them available to everyday families and community clubs. “Whether it’s a parent capturing highlights of their child or an academy building data-driven pathways to the next level, our goal is the same,” Tan added. “Technology should empower the experience, not complicate it.” Konowe agreed: “Together, we’re focused on giving every coach, player, and parent the opportunity to see the game more clearly, learn faster, and enjoy the sport more fully.”

The companies will share additional details, including joint offerings, pilot programs, and workflow enhancements, later this season.

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Kanerika Earns Data Warehouse Migration to Microsoft Azure Specialization

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Kanerika Earns Data Warehouse Migration to Microsoft Azure Specialization

Kanerika Full logo

Kanerika earns Microsoft’s Data Warehouse Migration to Azure Specialization, proving expertise in secure, automated, and risk-free data modernization.

Kanerika, a leading data and AI solutions firm, has been awarded the Data Warehouse Migration to Microsoft Azure specialization by Microsoft. This achievement recognizes the company’s proven capability to execute complex data warehouse migrations while maintaining business continuity and delivering measurable performance improvements.

A Well-Deserved Recognition Built on Real Results

Microsoft’s Data Warehouse Migration specialization requires partners to demonstrate documented success migrating enterprise data warehouses to Azure, prove expertise in schema design and ETL operations at scale, and provide verified customer case studies showing transformative outcomes.

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Kanerika met these requirements through successful migrations projects delivered across healthcare, manufacturing, retail, financial services, and logistics sectors.

We built automated accelerators to solve the real challenges of manual migrations. This Microsoft recognition validates our investment in giving clients faster, safer modernization.”

— Bhupendra Chopra, Co-Founder & CRO, Kanerika

Proprietary Migration Accelerators That Kanerika Offers

Kanerika has built migration accelerators that help companies accelerate their data modernization efforts. These purpose-built automation solutions, powered by FLIP, Kanerika’s proprietary platform, handle specific migration scenarios that traditionally require months of manual effort and dedicated resources.

The company has developed migration accelerators for transitions between major enterprise platforms:

– Tableau to Microsoft Power BI
– Crystal Reports to Microsoft Power BI
– Cognos to Microsoft Power BI
– SSRS to Microsoft Power BI
– Azure to Microsoft Fabric
– SQL Services to Microsoft Fabric
– Informatica to Microsoft Fabric
– Informatica to Databricks

Among the First to Industrialize Data Migration

While many consulting firms can execute migrations, few have invested in building reusable, production-grade automation platforms. However, Kanerika recognized early that the market needed repeatable, reliable migration technology. And, this approach has positioned Kanerika as a go-to partner for businesses facing complex modernization challenges, giving organizations a clearer path forward on projects they might have delayed due to cost or risk concerns.

What This Means for Businesses Planning to Modernize Their Data

– Verified Partner Credentials:
Only partners with documented project success and demonstrated technical skills earn this specialization. Microsoft’s rigorous evaluation process confirms Kanerika’s ability to deliver.

– Reduced Migration Risk:
Kanerika follows a structured approach that includes current-state analysis, dependency mapping, schema optimization, and phased ETL execution. Each stage reduces risk and ensures data integrity.

– Foundation for Advanced Analytics:
Once on Azure, organizations can leverage modern reporting tools, faster data pipelines, unified data platforms, and AI-ready infrastructure that wasn’t possible with legacy systems.

Strengthening an Already Deep Microsoft Partnership

The Data Warehouse Migration specialization strengthens Kanerika’s position as a preferred Microsoft solutions partner. The company now holds multiple Microsoft credentials:

– Data Warehouse Migration to Microsoft Azure (new)
– Analytics on Microsoft Azure Advanced Specialization
– Microsoft Solutions Partner for Digital & App Innovation (Azure)
– Microsoft Solutions Partner for Infrastructure (Azure)
– Microsoft Solutions Partner for Data & AI (Azure)

This rare combination means Kanerika can handle every aspect of a Microsoft implementation from infrastructure setup through application development, and analytics deployment.

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Arhasi Launches Integrity-First AI Platform to Unite Speed and Trust in Enterprise AI Deployment

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Arhasi Launches Integrity-First AI Platform to Unite Speed and Trust in Enterprise AI Deployment

Establishing a New Standard for Enterprise AI Innovation and Trust

Leading AI experts have started believing in a critical need for organizations deploying artificial intelligence: Integrity-First AI. This framework establishes that for AI to be truly beneficial and sustainable, its foundational integrity must be prioritized over unbridled speed. It positions integrity not as a brake on innovation, but as the essential, parallel rail supporting it.

#The Five Pillars of Integrity-First AI

The Integrity-First AI paradigm is built upon five non-negotiable principles, ensuring AI systems are reliable, ethical, and trustworthy:

*Responsible: AI must adhere to ethical guidelines, legal requirements, and enterprise values. This includes mitigating bias, ensuring fairness, and guaranteeing human oversight where necessary.

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*Adaptable: AI systems must be designed to evolve and integrate smoothly with new data, changing regulations, and emerging business needs without compromising their core integrity.

*Predictable: Outcomes must be consistent, transparent, and explainable. Users need to understand why an AI decision was made, fostering trust and enabling effective auditing.

*Immunable: Systems must be resilient and protected against adversarial attacks, data poisoning, and manipulation, ensuring the integrity of the model and its outputs.

*Defensible: Enterprises must be able to prove, through auditable records and documentation, that the AI system was built, deployed, and monitored according to established governance policies.

#Speed and Integrity: Two Rails of the Same Track

The pressure to rapidly deploy AI solutions often pits speed against integrity. Integrity-First AI argues that this is a false dichotomy. Enterprise success requires that speed and integrity function as two rails of the same track.

Speed without Integrity leads to regulatory risk, reputation damage, and unreliable business outcomes.

The winners in AI will be those who recognize that the fastest path to value is built on an unshakeable foundation of trust”

— Chiru Bhavansikar, CAIO, Arhasi AI

Integrity without Speed leads to lost market opportunities and stalled innovation.

The goal is to implement robust governance that accelerates trusted deployment, allowing enterprises to move fast because they are moving right.

#The Three Core Foundations for AI Governance

To operationalize Integrity-First AI, enterprises must build on three interconnected core foundations:

Trusted AI Workflows: Governing the end-to-end lifecycle of every Agentic Workflow, from ideation and experimentation through deployment and retirement. This ensures every step is documented and compliant.

Trusted Business Intelligence (BI): Applying AI governance principles to traditional business analytics. The insights derived from BI must be as auditable, consistent, and free from misinterpretation as the AI predictions themselves.

Trusted Data to AI Governance: Establishing high-integrity data pipelines. Since AI is only as good as its data, this foundation ensures data is clean, unbiased, protected, and properly sourced throughout the entire AI lifecycle. This also involves streamlining Data Governance operations with the help of Agentic AI.

“In today’s competitive landscape, every organization is becoming an AI company,” said Chiru Bhavansikar, Chief AI Officer at Arhasi. “The winners in AI will be those who recognize that the fastest path to value is the path built on an unshakeable foundation of trust without compromising on speed. Integrity-First AI is the blueprint for our R.A.P.I.D Platform.”

About Integrity-First AI: Integrity-First AI is a comprehensive AI framework designed to help enterprises manage the build and management of Artificial Intelligence solutions at scale and with speed.

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AGII Introduces Multi-Domain Insight Processor to Enhance Analytical Speed Across Web3 Systems

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AGII Introduces Multi-Domain Insight Processor to Enhance Analytical Speed Across Web3 Systems

AGII logo

Advanced intelligence module accelerates cross-domain data interpretation, elevating real-time decision accuracy for decentralized applications

AGII unveiled its Multi-Domain Insight Processor, an advanced analytical engine designed to increase the speed and depth of intelligence gathering across decentralized ecosystems. The new processor enables Web3 applications to interpret high-volume, multi-source data with increased precision, supporting rapid decision cycles essential for modern blockchain operations. This innovation advances AGII’s ongoing development of predictive and autonomous infrastructure systems that enhance intelligence at every layer of decentralized execution.

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The Multi-Domain Insight Processor introduces a high-speed interpretive framework capable of analyzing network conditions, contract data, behavioral signals and external indicators simultaneously. By synthesizing multiple domains of information into a unified intelligence stream, decentralized applications gain the ability to anticipate systemic changes, manage execution risk and maintain operational stability even under fluctuating or unpredictable conditions. This structural enhancement strengthens AGII’s broader mission to deliver refined analytical performance for next-generation Web3 environments.

AGII engineered the processor as a self-evolving intelligence layer that continually refines its interpretive capabilities based on historical patterns and emerging network behaviors. The architecture supports multi-chain infrastructures, ensuring that applications operating across diverse environments receive consistent analytical precision. As decentralized systems become increasingly complex, the processor provides the accelerated reasoning and adaptive clarity required to support high-speed operations, cross-network coordination and advanced data-driven decision workflows.

J. King Kasr, Chief Scientist at KaJ Labs, emphasized that the Multi-Domain Insight Processor enhances the analytical backbone of decentralized intelligence. He noted that the ability to interpret vast multi-domain inputs in real time represents an essential step toward fully autonomous Web3 systems capable of supporting large-scale, high-intensity applications with elevated reliability and accuracy.

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Evertune Launches Topic Relevance and Brand Relevance: New Metrics Reveal Which Content Sources Actually Influence AI’s Brand Perceptions

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Evertune Launches Topic Relevance and Brand Relevance: New Metrics Reveal Which Content Sources Actually Influence AI's Brand Perceptions

Evertune Raises $15 Million Series A | citybiz

Evertune launches Topic Relevance and Brand Relevance metrics that reveal the content that influences AI’s brand perceptions, helping marketers prioritize content partnerships and increase their visibility in AI search.

Evertune, the leading Generative Engine Optimization (GEO) and AI marketing platform that helps brands improve visibility in AI search, announced the launch of Topic Relevance and Brand Relevance, breakthrough metrics that measure the influence of each source URL on AI’s perception of brands and categories. This solves a critical challenge facing marketers: knowing which content partnerships and placements will actually move the needle in AI-powered search results.

The Citation Frequency Trap

As AI models increasingly shape consumer decisions by synthesizing information from hundreds of sources, brands struggle to prioritize their content strategy investments. Traditional citation tracking focuses on source frequency: counting how often sources appear in AI responses. But AI models are more nuanced and require a different method to identify influential sources. AI models first synthesize information from multiple sources to form their response through a process called Retrieval Augmented Generation (RAG), then select which sources to cite next to an answer. The sources that appear most frequently in citations aren’t necessarily the ones that shaped the answer.

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“Without prioritization, marketers are left guessing which partnerships matter, where to invest, and which placements drive real AI visibility,” said Ed Chater, COO at Evertune. “We’ve now eliminated the guesswork by revealing which sources shape AI’s understanding of your brand and category, and where your biggest untapped opportunities lie to influence AI’s perception of your brand.”

In a recent Evertune analysis of “best designed luxury SUVs”:

  • The most frequently cited source ranked only 33rd in actual influence on AI responses
  • The 48th most-cited source was the #1 most influential in shaping AI responses

Topic Relevance and Brand Relevance prevents marketers from chasing high-mention sources while missing the content that actually drives AI perception.

The Solution

With this new release, Evertune goes beyond citation tracking to identify the most influential sources on AI models. By analyzing how frequently the category, topic, and brand appear within a source’s content, and the brand sentiment, Evertune provides three key metrics:

  • Topic Relevance measures how much a source influences AI’s understanding of a category and topic. For example, how influential is the source on AI’s understanding of comfortable luxury SUVs?
  • Brand Sentiment measures whether the source portrays a brand in a positive, neutral, or negative way.
  • Brand Relevance measures how much a source influences AI’s understanding of a brand within that category and topic, weighted by Brand Sentiment. For example, how influential is the source on AI’s understanding of Porsche as a comfortable luxury SUV?

Together, these metrics answer three critical questions:

  • Which sources shape AI’s understanding of my category?
  • Which sources already associate my brand with key benefits?
  • Where are my biggest untapped opportunities?

Actionable Insights

From these insights, Evertune organizes sources into two strategic categories that drive immediate action:

  • Strength URLs: Influential sources that speak positively about your brand. Double down where you’re winning.
  • Opportunity URLs: Influential sources that don’t mention your brand. Your highest-ROI targets for partnerships.

The result: A clear, data-driven roadmap for where to focus your content strategy.

The addition of Topic Relevance and Brand Relevance to Evertune’s AI marketing platform empowers brands with clear action steps to improve their discoverability in AI search. Book a demo to explore how Evertune can help you prioritize your partnerships and content placement to optimize AI visibility.

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Unlocking Mobile Performance Marketing for E-Commerce Sellers

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People love to shop, and are increasingly doing so on their phones. Shopify reported that mobile orders have increased 44% in the past two years and eMarketer predicts mobile commerce (mcommerce) will exceed half of all ecommerce by 2028.

Ecommerce companies have previously concentrated most of their marketing reaching people through desktop advertising because of the targeting capabilities and the expectation that most people shopped on desktop. Mobile was more of an afterthought or something only for brands with their own mobile apps.

But much has changed, and it’s now clear that ecommerce providers have the opportunity to reach high-target customers in an increasingly natural shopping environment through mobile performance marketing (MPM).

Smaller and mid-sized companies can now take advantage of what players have known for a while: mobile performance marketing is a growth superpower for all ecommerce providers.

Many ecommerce companies have accelerated growth by following a simple rule: do what Amazon does. Amazon is both a large platform for advertisers and a huge mobile advertiser itself.

It’s about time that ecommerce companies lean into this environment to identify new prospects, drive sales and strengthen their relationships with existing customers.

Here are some of the reasons why smaller and mid-sized ecommerce sellers should embrace MPM:

  • The rise of mobile-first consumers:

Almost everyone today has a mobile phone and is comfortable using it to make purchases. And newer generations will use them even more, managing their entire lives on the go. Ignoring mobile advertising means you’re neglecting an entire generation of customers. According to the Pew Research Center, the percentage of teens ages 13 to 17 that use a desktop or laptop computer at home has decreased in recent years from 90% to 88%, while mobile phone usage remains stable at 95%.

  • Embracing the opportunity:

Whether building their own mobile ecommerce storefronts or using venture-backed providers like Shopify, Big Commerce, or Fabric, it’s never been easier to have customers buy entirely on a mobile phone. The user experience is also much better these days, especially with mobile-first platforms, so there’s less risk that a customer will abandon their cart for a desktop visit that may never come.

  • New cost basis and tracking opportunities:

Mobile advertising now offers several different cost basis opportunities that can work for any type of advertiser. Instead of the traditional cost-per-install costs basis that typically dominated mobile advertising, ecommerce providers can now buy ads on a cost per event (CPE) basis, which creates new opportunities to pay for more meaningful actions, like add-to-cart, checkout start, or completed purchase.

  • New targeting capabilities:

Ecommerce providers may be under the impression that mobile marketing is still imprecise and opaque. But increases in tagging events for platforms like Shopify makes attribution and tracking much easier. There’s better pixel-based event tracking than ever before, which means ecommerce companies can more effectively track their return on ad spend (ROAS).

  • Novel messaging:

One of the hallmarks of a good ad is being able to break through the clutter. Sometimes that’s due to unique creative, other times it’s the medium in which it runs. The reality is that many mobile ads are for games or for other application downloads. That means ecommerce advertisers looking to drive people to mobile storefronts have the opportunity to stand out in a veritable sea of game ads.

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Now that we’ve explored what you need to do:

  • Target CPE campaigns:

Ecommerce sellers can take advantage of new campaign targeting that mobile performance networks provide now, like target cost per engagement (CPE), instead of the traditional install driven targeting.

  • Accurate tracking:

Campaign optimization requires dedicated tracking. New tools enable previously unavailable tagging events that can attribute clicks to user behavior and map those clicks to platforms like Shopify. That attribution can reduce costs, identify true drivers of revenue, and help continuously refine campaigns.

  • Identify the right partners:

First-time ecommerce entrants to PMP have several important decisions to make to ensure successful campaigns. They need to know which networks are best, what goals they need to set, and which pitfalls to avoid. Ecommerce companies specifically should ensure they are optimizing for the right KPIs, using the right creative and attribution, and ensuring they get the right level of transparency and reporting from their PMP partners.

  • Keep an eye to the future:

One of the most powerful mobile ad formats today is “playable ads,” which are extremely popular ways to get someone who is playing one game to switch to another (or at least download the game to play later). While playable ecommerce ads are not a huge trend right now, innovative companies can explore how they might use that technology and their creative vision to drive ads that hook and intrigue more customers.

All signs point to a world where fewer people use desktop or laptop computers for all activities, especially shopping. An ecommerce company that does not advertise on mobile, through performance marketplaces, will likely fall behind those who do.