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Fast-track GenAI success: Coveo launches Passage Retrieval API for secure, more relevant AI experiences

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– Passage Retrieval API enhances accuracy, relevance, and security, reducing hallucinations and protecting sensitive data for smarter, more reliable GenAI applications

– Proven with global enterprises, new Passage Retrieval API accelerates time-to-value with industry-leading retrieval

MONTREAL and SAN FRANCISCO, Feb. 6, 2025 /CNW/ – Coveo (TSX: CVO), the market leader in AI-Relevance — delivering AI-search, generative, and business-aware relevance at every point-of-experience, today announced that the Coveo Passage Retrieval API, a headless retrieval method for generative AI applications that leverages the Coveo’s best-of-breed AI-Relevance PlatformTM, is now generally available.

Coveo’s Passage Retrieval API: Strategic and critical for enterprises’ GenAI success

“Enterprises today are challenged with turning vast amounts of fragmented data into accessible and relevant knowledge for generative and conversational AI,” said Laurent Simoneau, Co-Founder, President and CTO at Coveo. “While large language models (LLMs) hold immense potential, their success hinges entirely on the quality of the data they access—a growing concern as many enterprises develop their own GenAI applications. Many organizations are adopting Retrieval-Augmented Generation (RAG) and quickly realizing that the hardest part—the ‘R’—lies in retrieving precise and relevant information from scattered enterprise systems. This critical step ensures secure, accurate, and relevant AI responses, yet its complexity often hinders progress.”

Coveo’s Passage Retrieval API directly addresses this challenge by delivering precise, trustworthy text to LLMs and AI applications, including Salesforce Agentforce, Microsoft Copilot, Amazon Bedrock Agents, and SAP Joule. The API boosts accuracy, minimizes hallucinations, and meets enterprise security requirements, all while improving deployment speed and reducing costs. Organizations can, therefore, consistently scale multiple generative AI applications using a single, reliable retrieval method.

A Unified Index for All Your GenAI Needs

With Coveo’s proven information retrieval method and advanced relevancy and ranking techniques now available to power generative AI applications, organizations can ground results in enterprise knowledge with greater efficiency and significantly accelerate time-to-value. Coveo’s platform centers on an industry-leading unified index that combines advanced ranking techniques—lexical, vector-based, and behavioral—to securely connect data from systems like CRMs, ERPs, ITSMs, and CMSs using prebuilt connectors. This eliminates redundant indexing and integration work, cutting maintenance costs while supporting a wide range of AI applications such as search, recommendations, generative AI and content discovery.

Designed to scale seamlessly, the platform handles large data sets, high user volumes, and multiple applications. With hybrid semantic and lexical indexing, machine learning models like Automatic Relevance Tuning (ART), and personalized ranking, as well as control over weighting factors and business rules in the query pipeline, Coveo continuously improves retrieval results, ensuring enterprise-wide AI performance that evolves with each user interaction.

Early Access Program Sees Impressive Results

Early Access Program customers saw impressive results. One Fortune 500 software organization that implemented Coveo’s Passage Retrieval API reported that in only 2 weeks they were able to improve article and passage retrieval accuracy by 22% over their in-house retrieval tool which led to a 73% improvement in generated answer accuracy of their internal GenAI chatbot.

“Integrating Coveo’s Passage Retrieval API has improved our ability to deliver highly customized AI solutions,” said Eric Immermann, Search and Content Practice Director at Perficient, a close System Integration partner of Coveo who tested the Passage Retrieval API during our Early Access Program. “From automating sales queries and enhancing global search experiences for our clients, to powering our own internal RFI generation tool, we’ve seen how better relevance in generative answering drives efficiency and business value. With Coveo’s unified hybrid index, we can improve answer relevance across various GenAI applications — making AI adoption faster, easier, and more cost-effective for us and our clients.”

Unlocking Possibilities: Top Use Cases for Coveo’s Passage Retrieval API

Custom GenAI Experiences: Improve the reliability and security of any generative AI application by providing your LLM with the most relevant passages from unified enterprise content sources.Chatbots and Virtual Agents: Improve the relevance of the answers from your chatbots, co-pilots, and agentic AI applications so your users experience personalized and context-rich conversations.Internal Knowledge Management: Empower employees with personalized, accurate answers grounded in enterprise knowledge, reducing search time and boosting productivity.Customer-Facing Support & Case Deflection: Provide precise self-service answers cited from support knowledge that minimize escalations, lower support costs, and boost customer satisfaction.

Discover the power and versatility of the Coveo Passage Retrieval API. Whether you’re working with AI platforms like Salesforce Einstein, Microsoft Azure AI, AWS Bedrock, or IBM Watson; LLM models such as Google Gemini, Anthropic Claude, and OpenAI GPT-4o; or AI agents like Salesforce Agentforce, Microsoft Copilot, Amazon Q Business, and SAP Joule, our API ensures more relevant answers and enhanced user experiences. Explore our blog to learn more.

Just getting started with RAG? Learn how Coveo’s advanced search and retrieval solutions can elevate your RAG strategy for precision and speed. Watch the webinar on-demand or join us at our next Relevance 360 virtual event, register here.

About Coveo

Coveo brings superior AI-Relevance to every point-of-experience, transforming how enterprises connect with their customers and employees to maximize business outcomes.

Relevance is about moving from persona to person, the degree to which the enterprise-wide content, products, recommendations, and advice presented to a person online aligns easily with their context, needs, preferences, behavior and intent, setting the competitive experience gold standard. Every person’s journey is unique, and only AI can solve the complexity of tailoring experiences across massive, diverse audiences and large volumes and variety of content and products.

Our Coveo AI-Relevance Platform™ ️enables enterprises to deliver hyper-personalization at every point-of-experience, unifying all their data securely, with the highest level of contextual and prescriptive accuracy while simultaneously optimizing business outcomes.

Coveo brings AI-Relevance to the digital experiences of many of the world’s premier and most innovative brands, serving millions of people across billions of interactions.

What we believe is bold: Digital is table stakes, Relevance is not. It’s the only way to win in the digital age.

The Coveo AI-Relevance Platform™ is ISO 27001 and ISO 27018 certified, SOC2 compliant, HIPAA compatible, with a 99.999% SLA available. We are a Salesforce ISV Partner, an SAP EndorsedⓇ App, an Adobe Gold Partner, MACH Alliance member, Optimizely Partner, Shopify Partner, and a Genesys AppFoundryⓇ ISV Partner.

Coveo is a trademark of Coveo Solutions Inc.

Stay up to date on the latest Coveo news and content by subscribing to the Coveo blog, and following Coveo on LinkedIn and YouTube.

Forward-Looking Information

This press release contains “forward-looking information” and “forward-looking statements” within the meaning of applicable securities laws (collectively, “forward-looking information”). This forward-looking information is identified by the use of terms and phrases such as “may”, “would”, “should”, “could”, “might”, “will”, “achieve”, “occur”, “expect”, “intend”, “estimate”, “anticipate”, “plan”, “foresee”, “believe”, “continue”, “target”, “opportunity”, “strategy”, “scheduled”, “outlook”, “forecast”, “projection”, or “prospect”, the negative of these terms and similar terminology, including references to assumptions, although not all forward-looking information contains these terms and phrases. In addition, any statements that refer to expectations, intentions, projections, or other characterizations of future events or circumstances contain forward-looking information. Statements containing forward-looking information are not historical facts but instead represent management’s expectations, estimates, and projections regarding future events or circumstances.

Forward-looking information is necessarily based on a number of opinions, estimates, and assumptions that we considered appropriate and reasonable as of the date such statements are made. Although the forward-looking information contained herein is based upon what we believe are reasonable assumptions, actual results may vary from the forward-looking information contained herein. Moreover, forward-looking information is subject to known and unknown risks, uncertainties, and other factors, many of which are beyond our control, that may cause the actual results, level of activity, performance, or achievements to be materially different from those expressed or implied by such forward-looking information, including but not limited to macro-economic uncertainties and the risk factors described under “Risk Factors” in the Company’s most recently filed Annual Information Form available under our profile on SEDAR+ at www.sedarplus.ca. There can be no assurance that such forward-looking information will prove to be accurate, as actual results and future events could differ materially from those anticipated in such information. Accordingly, prospective investors should not place undue reliance on forward-looking information, which speaks only as of the date made.

Moreover, we operate in a very competitive and rapidly changing environment. Although we have attempted to identify important risk factors that could cause actual results to differ materially from those contained in forward-looking information, there may be other risk factors not presently known to us or that we presently believe are not material that could also cause actual results or future events to differ materially from those expressed in such forward-looking information.

Except as required by law, we do not assume any obligation to update or revise any forward-looking information, whether as a result of new information, future events, or otherwise, after the date on which the statements are made or to reflect the occurrence of unanticipated events.

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SOURCE Coveo Solutions Inc.

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Cognizant and Google Cloud Expand Alliance to Accelerate Agentic Enterprise Transformation

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Initiative establishes new Gemini Frontier Capability Group, dedicating more than 18,000 engineers to help drive AI adoption for global enterprises.More than 55,000 associates completed Build with Gemini, the largest Gemini partner workshop held to date, part of a shared commitment to scale client execution through Cognizant’s Frontier Certified Engineers.

TEANECK, N.J. and SUNNYVALE, Calif., Oct. 19, 2026 /PRNewswire/ — Cognizant (Nasdaq: CTSH) and Google Cloud today announced a significant expansion of their partnership to accelerate the adoption of agentic AI, including a new Gemini Frontier Capability Group. The group brings together a dedicated global workforce that pairs Google’s full-stack, enterprise-ready AI platform with Cognizant’s domain, industry and engineering expertise as an AI Builder.

Backed by more than 18,000 dedicated Cognizant associates, the new group represents a substantial joint investment and builds on the momentum created by Cognizant’s dedicated Gemini practice launched in April 2026. The new group is designed to bridge the path from pilot to production, equipping enterprises with the ability to safely deploy resilient, enterprise-grade agents that can help drive measurable business value.

“Establishing our dedicated Gemini Frontier Capability Group lets our best frontier engineering talent focus entirely on getting frontier AI into production for clients,” said Ravi Kumar S, CEO of Cognizant. “Our Build with Gemini workshop gave over 55,000 associates that experience directly, earning them tangible skills on one of the world’s most advanced AI platforms, and this new group is where that experience goes to work every day.”

“Deploying AI agents at scale requires trusted partners with deep architectural and integration expertise,” said Thomas Kurian, chief executive officer, Google Cloud. “Cognizant’s dedicated Frontier Capability Group and their skilling initiative for tens of thousands of engineers on Gemini will help our joint customers accelerate the adoption of autonomous agents throughout the enterprise.”

Introducing the Gemini Frontier Capability Group

Designed to meet surging enterprise demand for scaled AI execution, the group aims to deliver production-grade, AI solutions designed to drive business outcomes for global enterprises by leveraging Gemini, Google Cloud’s AI platform for building, governing, and deploying agents. The group will initially concentrate its engineering capabilities across legacy modernization, developer experience, autonomous business process agentification and frontier cyber defense.

To operationalize these capabilities, the group plans to deploy standardized, security-first agentic architecture built on the Model Context Protocol (MCP) and fortified by Google Cloud’s Model Armor. These trusted frameworks are expected to power a new suite of collaborative, production-ready enterprise solutions, including Cognizant’s Catalog Support Agent (CSA) for retail, the Neuro® San-orchestrated Healthcare Agentic Marketplace, and multi-agent Order-to-Cash (O2C) workflows for manufacturing.

Scaling outcomes with Frontier Certified Engineers

Underpinning the group is a shared commitment by Google Cloud and Cognizant to scale client execution through Frontier Certified Engineers. One early proof point shows what this looks like in practice: by integrating Gemini AI models across its software development lifecycle, Cognizant helped a leading retailer achieve a 40% increase in developer productivity, reduce time-to-market by 30%, and realize a 35% cost savings, underscoring the transformative potential of AI-driven software engineering.

As part of Cognizant’s frontier certification skills drive, the company recently concluded the Build with Gemini workshop with Google Cloud, where Cognizant associates built AI agents and applications while earning Gemini skills credentials. Completed by more than 55,000 Cognizant associates, it is the largest single Gemini partner workshop held to date, representing a meaningful step in building Cognizant’s frontier-certified workforce.

Cognizant is also applying Gemini internally at scale. As announced in July, the company is deploying Gemini to 100,000 associates this year, with plans to scale up to 200,000, and continues to increase its certification commitment for professionals on the platform.

About Cognizant
Cognizant (Nasdaq: CTSH) is an AI Builder and technology services provider, bridging the gap between AI investment and enterprise value by building full-stack AI solutions for our clients. Our deep industry, process and engineering expertise enables us to build an organization’s unique context into technology systems that amplify human potential, drive tangible outcomes and keep global enterprises ahead in a fast-changing world. See how at www.cognizant.ai or @cognizant. 

About Google Cloud
Google Cloud offers a powerful, optimized AI stack — including AI infrastructure, leading models like Gemini, data management capabilities, multicloud security solutions, developer tools and platform, as well as agents and applications — that enables organizations to transform their business for the Agentic Era. Customers in more than 200 countries and territories turn to Google Cloud as their trusted technology partner.

Cognizant media contacts:

U.S.

Name Ben Gorelick

Email benjamin.gorelick@cognizant.com 

Europe / APAC

Name Sarah Douglas

Email sarah.douglas@cognizant.com 

India

Name Vipin Nair

Email Vipin.nair@cognizant.com 

Google Cloud media contact:

   Josh Gunter

   jmgunter@google.com

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SOURCE Cognizant Technology Solutions

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Eczema Awareness Month 2026: What Is the State of Eczema Today?

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NEA pairs findings from its State of AD report with video stories from the community to highlight the data and daily realities of living with eczema

For Eczema Awareness Month 2026, NEA asks what living with eczema looks like today, drawing on the State of AD to bring national data and personal stories together.

The State of Atopic Dermatitis Indicator Report and 51 state-level briefs, published Oct. 1, are available at StateofAD.org.

Video stories from people with eczema and their caregivers share what daily life with the condition is like. Join the conversation with #UnhideEczema.

NOVATO, Calif., Oct. 19, 2026 /PRNewswire/ — Eczema Awareness Month 2026 is underway, and this year’s theme is the State of Eczema. Since Oct. 1, the National Eczema Association (NEA) has been inviting the community to see, share and talk about what living with eczema is like. Throughout October, NEA is asking a question for the more than 31 million Americans living with eczema, and those who care for them: what is it like to live with eczema, and what does it take to get good care?

The theme builds on the State of AD, NEA’s four-year initiative on atopic dermatitis (AD), funded by the Centers for Disease Control and Prevention (CDC). It brings together two kinds of evidence, national data and the experiences of people with eczema, to offer a more complete view of the condition.

The State of AD: data that backs up the experience

On Oct. 1, NEA published its State of Atopic Dermatitis Indicator Report, along with 51 state-level briefs covering all 50 states and Washington, D.C. AD is the most common form of eczema. The report is the first comprehensive national and state-level baseline on AD diagnosis and care, and it points to gaps across the country. The complete report and all state briefs are available at StateofAD.org.

“Eczema Awareness Month is about making sure people feel seen. The State of AD gives us the evidence to show that eczema deserves attention in every state, and the stories our community is sharing show why it matters. Together, they tell the whole story,” said Kristin Belleson, president and CEO of NEA.

Video stories: eczema in their own words

Alongside the data, NEA is sharing video testimonials from people living with eczema and the caregivers who support them. The data shows the scale of the need, and the stories show the people behind it. Watch the stories at EczemaMonth.org.

Ways to take part this October

NEA invites people with eczema, caregivers, health care professionals and partners to join the conversation:

Watch and share the video stories from the eczema community.

Explore the State of AD report and your state’s brief at StateofAD.org.

Use #UnhideEczema on social media to share your own experience.

Visit EczemaMonth.org for resources, events and more ways to get involved.

NEA thanks all the sponsors and partners who make Eczema Awareness Month possible, including our Platinum Sponsors: AbbVie, all® free clear, LEO Pharma, and Sanofi and Regeneron.

Frequently Asked Questions (FAQ)

Q: What is Eczema Awareness Month?
A: Eczema Awareness Month takes place every October. In 2026, it is centered on the State of Eczema, bringing together national data and personal stories from the eczema community.

Q: What is the State of AD?
A: The State of AD is a four-year initiative funded by the CDC. Its foundation is the State of Atopic Dermatitis Indicator Report and 51 state-level briefs, published Oct. 1, which set a national and state reference baseline on AD care and diagnosed prevalence.

Q: Where can I find the State of AD report?
A: The full report and all state briefs are available at StateofAD.org.

Q: How can I take part in Eczema Awareness Month?
A: Watch and share the stories, explore the report and use #UnhideEczema on social media.

The State of AD project was supported by the Grant or Cooperative Agreement Number 1 NU58DP007726-01-00, funded by the Centers for Disease Control and Prevention (CDC). Its contents are solely the responsibility of the authors and do not necessarily represent the official views of the Centers for Disease Control and Prevention or the U.S. Department of Health and Human Services.

About the National Eczema Association

Founded in 1988, the National Eczema Association (NEA) is a 501(c)(3) nonprofit and the largest patient advocacy organization serving the more than 31 million Americans living with eczema and those who care for them. NEA provides programs and resources to elevate the diverse lived experience of eczema, helping patients and caregivers understand their condition, actively engage in their care, find strength in one another and improve their lives. NEA also advances critical eczema research and partners with key stakeholders to ensure the patient voice is represented and valued in education, care and treatment decision-making. Learn more: NationalEczema.org

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SOURCE National Eczema Association

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In HelloNation, Electrical Expert Brennan Coffey Explains Why a Circuit Breaker Keeps Tripping

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The Article Explains Common Reasons a Circuit Breaker Trips and When the Pattern Signals a Bigger Problem.

SCHENECTADY, N.Y., Oct. 19, 2026 /PRNewswire/ — Why does a circuit breaker keep tripping? A HelloNation article answers that question and breaks down the most common reasons behind the problem.

The article explains that every circuit is built to carry a set amount of power safely. A circuit breaker cuts power once that limit is crossed, protecting the wiring from overheating before real damage occurs.

Each breaker in the panel protects one specific circuit, the article notes. An overloaded circuit will usually trip only its own breaker, not the entire panel. Homeowners often notice the pattern happens at predictable moments, like running a microwave and a toaster together.

According to the article, an overloaded circuit is one of the most common reasons a breaker trips. This often happens when several appliances draw power from the same outlets at once.

The article notes that kitchens are frequent trouble spots, since they run several high draw appliances from a limited number of outlets. Spreading large appliances across different circuits often solves the problem on its own.

A short circuit or a ground fault can also cause a circuit breaker to trip, the article explains, and both tend to act faster than a simple overload. A short circuit happens when a hot wire unexpectedly touches another wire.

A ground fault usually involves contact with a grounded surface, often because of moisture nearby. The article points out that GFCI outlets add protection in bathrooms and kitchens, though a standard breaker can still trip when a fault occurs elsewhere on the same circuit.

Newer homes may also have arc fault breakers, which sense the electrical pattern of an arc rather than a simple overload. These devices catch a hazard tied closely to house fires.

The article adds that an aging breaker can be the source of trouble in its own right, especially in a panel older than twenty years. Electrical Expert Brennan Coffey leads Coffey Electric & Generator, serving homeowners throughout the Schenectady area.

Homeowners should never open a panel cover or inspect breakers beyond resetting a switch, the article warns, since the panel carries live current even when a breaker has tripped. Forcing a stubborn breaker back on can let dangerous heat build inside the wall.

A breaker box that feels warm or shows scorch marks needs more urgency than routine tripping. That kind of heat points to trouble well beyond a simple overload, the article cautions.

The article suggests tracking when and where trips happen to spot a pattern before calling for help. Noting which appliances were running, and how often the issue repeats, gives a professional a useful starting point.

Waiting too long to address repeated trips can let a small issue grow into a larger and costlier one, the article explains. Addressing the pattern early tends to save both time and money down the road.

Electrical Expert Brennan Coffey is featured in the article, which advises against repeatedly resetting a breaker that keeps tripping without a clear cause. A licensed electrician can identify the underlying issue and determine what the repair actually requires.

Why Does a Circuit Breaker Keep Tripping? features insights from Brennan Coffey, Electrical Expert of Schenectady, New York, in HelloNation.

About HelloNation

HelloNation is America’s Good News Network, a premier media platform built on the idea that good news travels faster when real people tell real stories. Through its community-focused digital publications and innovative “edvertising” approach, HelloNation delivers expert-driven, good-news content that informs, inspires, and spotlights the leaders making a meaningful impact in their communities.

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SOURCE HelloNation

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