The Gilbane Advisor

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Upland announces BA Insight Platform with integrated AI search experiences for enterprises

February 3, 2026 /

Upland Software, Inc., a provider of AI-powered knowledge and content management software, announced the Upland BA Insight Platform. The new BA Insight Platform incorporates SmartHub, ConnectivityHub, AutoClassifier, Smart Preview, and Connectors to deliver search experiences that are more connected, more contextual, and more actionable. Features include:

  • Knowledge Graphs to deliver deeper, connected, and more contextualized insights by mapping relationships across complex datasets
  • Agentic Retrieval-Augmented Generation (RAG) to provide more accurate answers to complex questions through conversational AI interfaces
  • Amazon Q Business Integration to enable users to connect and perform generative actions against organizational content via the seamless AI-powered assistant

BA Insight introduces native integrations with Amazon Q Business and AWS generative AI assistant, enabling organizations to unlock conversational search and gain actionable insights across all content sources, securely. By working closely with AWS, BA Insight ensures customers benefit from seamless deployment, robust security, and continuous innovation, empowering organizations to maximize the value of their information and accelerate their AI journey. The unified BA Insight enterprise search and AI enablement platform is available in AWS Marketplace.

https://investor.uplandsoftware.com/news/news-details/2026/New-Upland-BA-Insight-Platform-Delivers-Integrated-AI-Search-Experiences-for-Enterprises/default.aspx

DeepL launches voice API for real-time speech transcription and translation for instant multilingual communication

February 2, 2026 /

DeepL, a global AI product and research company, announced the general availability of DeepL Voice API. Developers can now integrate real-time voice transcription and translation capabilities into their applications, enhancing multilingual support for businesses.

The DeepL Voice API allows businesses to stream audio and receive transcriptions in the source language, along with translations into up to five target languages. The API provides a seamless experience, so language barriers do not hinder effective communication.

The DeepL API enables: 

  • Hire for expertise, not language coverage DeepL Voice API lets contact centers staff agents who understand the customer issue and the business context, even when they do not speak the customer’s language.
  • Expand talent pools while managing costs By reducing the need for language specific staffing, teams can centralize or distribute support more flexibly, which can lower operating costs and improve coverage planning.
  • Provide reliable coverage in urgent moments Real time translation helps teams maintain service levels during nights, weekends, and holidays, when fewer specialized language agents are available.
  • Two way understanding, not just text on screen Agents can follow the conversation through live translated audio, alongside on screen transcription and translation, so they can respond naturally and confidently in the moment.

https://www.deepl.com/en/press-release/deepl_launches_voice_api_for_real_time_speech_transcription_and_translation

Gilbane Advisor 1-28-26 — Reusing content, AI bot swarms

January 28, 2026 /

This week we feature articles from Michael Andrews, and Daniel Thilo, Jonas R. Kunst, & Gary Marcus.

Additional reading comes from Stephen O’Grady, Bob Ducharme, and Thomas Claburn.

News comes from Verndale, MongoDB, Box, and Algolia & Microsoft.

Our next issue will be published on 2/11/26

All previous issues are available at https://gilbane.com/gilbane-advisor-index

Opinion / Analysis

Reusing ever-changing content in the AI era

“This post examines how the concept of reusing content is changing with the rise of LLMs. I’ll argue that these changes will necessitate a rethinking of practices such as content models and content structuring.”

A must-read for anyone involved in content management from Michael Andrews. (18 min)

https://storyneedle.com/reusing-ever-changing-content-in-the-ai-era/

AI bot swarms threaten to undermine democracy

When AI can fake majorities, democracy slips away

“Automated bots that purvey disinformation have been a problem since the early days of social media … But as we outline in the new article in Science we foresee something worse: swarms of AI bots acting together in concert. The unique danger of a swarm is that it acts less like a megaphone and more like a coordinated social organism.”

This obviously timely essay by Daniel Thilo, Jonas R. Kunst, & Gary Marcus explains and suggests strategies for mitigation. Link to Science article included. (5 min)

https://garymarcus.substack.com/p/ai-bot-swarms-threaten-to-undermine

More Reading

All Gilbane Advisor issues

Content Technology News

Verndale acquires Product Experience Division of Amp

The acquisition strengthens Verndale’s ability to support the full lifecycle of digital experience, from ideation and UX through engineering, activation, and ongoing product management.
https://www.verndale.com/about-us/news/verndale-acquires-product-experience-division-of-amp

MongoDB expands MongoDB for startups

MongoDB for Startups creates a simple, opt-in experience designed to help founders scale without assembling and maintaining disparate technologies.
https://www.mongodb.com/press/mongodb-for-startups-expands-to-give-founders-a-faster-and-smarter-start-from-day-one

Box announces general availability of Box Extract 

Using AI models, Box Extract enables enterprises to automate content-driven workflows, accelerate decision-making, and unlock insights from unstructured content.
https://blog.box.com/introducing-box-extract-get-actionable-data-enterprise-content-scale

Algolia and Microsoft collaborate on retail experiences

Collaboration gives retailers fresher visibility, increased discoverability, and new influence across AI-powered shopping channels.
https://www.algolia.com/about/news/algolia-collaborates-with-microsoft-to-drive-real-time-product-data-to-shopping-experiences

All content technology news

The Gilbane Advisor is authored by Frank Gilbane and is ad-free, cost-free, and curated for content, computing, data, web, and digital experience technology and information professionals. We publish recommended articles and content technology news most Wednesdays. We do not sell or share personal data.

Subscribe | View online | Editorial policy | Privacy policy | Contact

Verndale acquires the Product Experience Division of Amp

January 22, 2026 /

Verndale, a digital experience and technology company, today announced the acquisition of the Product Experience Division of Amp, from Advantage Solutions. They will operate as Verndale as part of the acquisition.

The move is to Verndale’s position as a modern growth partner, expanding its ability to take brands from initial concept to fully built digital products, and continuously optimize them for measurable business impact.

The Product Experience Division of Amp is known for combining its product design, UX, engineering and digital marketing capabilities via an embedded approach to building digital product experiences for global brands across tech, CPG, healthcare, and consumer industries. The team brings deep capabilities in product strategy, rapid prototyping, product development, and ongoing management through SEO, analytics, and experimentation.

The acquisition strengthens Verndale’s ability to support the full lifecycle of digital experience, from ideation and UX through engineering, activation, and ongoing product management. It also expands Verndale’s reach into growth-minded verticals such as technology and CPG, where brands increasingly expect partners to blend product development with performance marketing and experience optimization.

This acquisition reflects Verndale’s continued investment in building a next-generation digital experience platform, combining product, UX, engineering, data, and marketing capabilities into a single, accountable partner.

https://www.verndale.com/about-us/news/verndale-acquires-product-experience-division-of-amp

MongoDB expands MongoDB for startups

January 15, 2026 /

MongoDB, Inc. announced an upcoming expansion to MongoDB for Startups, designed to help founders and builders take applications from prototype to global deployment. MongoDB for Startups companies now represent more than $200 billion in combined valuation, and this expansion gives early-stage companies a faster, more reliable path to scale by providing a production-ready data foundation and an integrated stack that works from day one.

With initial launch partners Temporal and Fireworks AI, MongoDB for Startups introduces a founder-first ecosystem to help startups avoid early infrastructure decisions that slow them down over time. In the AI era, founders face unprecedented complexity when selecting their infrastructure; choosing the wrong stack early can create long-term AI debt that stalls innovation. Through a curated partner ecosystem, the program gives startups access to infrastructure designed to scale without constant rework, by delivering a cohesive, production-ready stack through matched credits, coordinated onboarding and enablement content, and joint events across complementary technologies.

This expansion to MongoDB for Startups creates a simple, opt-in experience designed to help founders scale without assembling and maintaining disparate technologies. Eligible MongoDB for Startups organizations can access matched credit offers across a curated set of complementary technologies, including Fireworks and Temporal.

https://www.mongodb.com/press/mongodb-for-startups-expands-to-give-founders-a-faster-and-smarter-start-from-day-one

Box announces general availability of Box Extract

January 15, 2026 /

Box, an Intelligent Content Management (ICM) platform, released Box Extract. Powered by generative AI models from companies like Google, Anthropic, and OpenAI, and combined with agentic capabilities, Box Extract enables enterprises to intelligently and securely pull valuable information from content and save it as metadata in Box. With Box Extract, it is now easier for enterprises to automate workflows, accelerate decision-making, and get faster access to information and insights.

Organizational knowledge resides in the collection of contracts, product specifications, policy documents, charts, and other forms of unstructured content involved in day-to-day business operations. This content provides the critical context AI models and agents require to unlock meaningful business value.

Box’s agentic approach enables Box Extract to understand document structure and meaning, break it down into components, such as paragraphs, tables, or charts, and then pull out the most important information. Teams can create custom Extract Agents tailored to their business needs. These Box Extract Agents give customers the flexibility to store structured data alongside unstructured content as custom metadata, which can also be exported or synced to other systems such as Databricks and Snowflake.

https://blog.box.com/introducing-box-extract-get-actionable-data-enterprise-content-scale

Gilbane Advisor 1-14-26 — Context Graphs, Claude code

January 14, 2026 /

This week we feature articles from Kurt Cagle, and Ethan Mollick.

Additional reading comes from Jacob Steinhardt, Tony Seale, and Tom Krazit.

News comes from Microsoft, Snowflake & Observe, WP Engine & Big Bite, and Squirro.

Our next issue arrives 1/28/26.

All previous issues are available at https://gilbane.com/gilbane-advisor-index

Opinion / Analysis

Context Graphs, Data Traces & Transcripts

Some thoughts on the latest buzzwords

Kurt Cagle: “A knowledge graph is a valuable tool… and a critical part of AI infrastructure moving forward. However, the central idea of context graphs is that you should be able to determine exactly when a decision was made and why, and that is something that a knowledge graph by itself can only give you VERY indirectly…”. 

However, Cagle provides a “stunning” example of context capture with “a graph, a schema, and a bit of a taxonomy.” (15 min)

https://ontologist.substack.com/p/context-graphs-data-traces-and-transcripts

Claude Code and what comes next

With the right tools, AI can accomplish impressive things

With a single prompt, Ethan Mollick asked Claude Code to create an idea for a new business with a working website where you could purchase the product — it took a little over an hour. (Link provided with actual purchase function turned off).

This is an easy, non-technical read that illustrates current AI coding capabilities. (10 min)

https://www.oneusefulthing.org/p/claude-code-and-what-comes-next

More Reading

All Gilbane Advisor issues

Content Technology News

Microsoft announces agentic AI capabilities for retail

Built for the full retail value chain, Microsoft’s agentic AI streamlines workflows to accelerate decisions by augmenting human expertise across the enterprise.
https://news.microsoft.com/source/2026/01/08/microsoft-propels-retail-forward-with-agentic-ai-capabilities-that-power-intelligent-automation-for-every-retail-function/

Snowflake to acquire Observe

Observe’s observability platform will integrate directly into Snowflake to allow enterprises to ingest and retain all their telemetry data at lower cost.
https://www.snowflake.com/en/news/press-releases/snowflake-announces-intent-to-acquire-observe-to-deliver-ai-powered-observability-at-enterprise-scale/

WP Engine acquires Big Bite

Strategic acquisition of a go-to partner for global publishers adds media industry and technical expertise to provide new solutions to enterprise customers.
https://wpengine.com/blog/wp-engine-acquires-big-bite/

Squirro announces Squirro Release 3.14.4 

Squirro Release 3.14.4 introduces new capabilities designed to close the gap between structured enterprise knowledge and ad-hoc user workflows.
https://squirro.com/news-and-events/new-release-december-2025-enhanced-chat-multimodal-reasoning

All content technology news

The Gilbane Advisor is authored by Frank Gilbane and is ad-free, cost-free, and curated for content, computing, data, web, and digital experience technology and information professionals. We publish recommended articles and content technology news most Wednesdays. We do not sell or share personal data.

Subscribe | View online | Editorial policy | Privacy policy | Contact

Algolia and Microsoft collaborate on retail experiences

January 12, 2026 /

Algolia, an AI Search and Retrieval Platform, today announced a collaboration with Microsoft to provide retailers and brands with greater influence, accuracy, and visibility in AI-driven shopping experiences. The collaboration integrates Algolia’s real-time enriched product attributes (product data, inventory availability, and product pricing) into Microsoft Copilot, Microsoft Bing Shopping, and Microsoft Edge, to help retailers ensure their products appear correctly and competitively across emerging AI discovery surfaces.   

Algolia customers gain greater influence over how their products are represented across Microsoft digital sites. Retailers benefit from enhanced brand control and stronger context awareness within Copilot, Bing Shopping, and Edge, backed by fresher, deeper, and more accurate product data.  

AI-driven discovery becomes shoppable through real-time, retailer-approved data, giving merchants influence over external, “off property” AI surfaces. Retailers can now extend their merchandising strategies into LLM environments that were previously inaccessible. 

Algolia, with the help of Microsoft, is address critical gaps in agentic commerce, more dynamic product storytelling, and deeper insights into how products perform across Microsoft experiences for richer reporting and retail media measurement. 

https://www.algolia.com/about/news/algolia-collaborates-with-microsoft-to-drive-real-time-product-data-to-shopping-experiences

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