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Bloomreach and Uniform unveil turnkey conversational commerce framework

October 22, 2025 /

Bloomreach, an agentic platform for personalization, and Uniform, a composable digital experience platform, today announced a turnkey AI solution unveiled at the MACH Alliance’s AI Hackathon taking place from October 21-22. Powered by the Open Data Model from MACH Alliance, the solution showcased how composable technology and generative AI can be seamlessly combined, enabling any brand to build conversational experiences that help them retain control of their customer relationships.

Built on AWS, the solution aggregates product catalogs from multiple commerce platforms through Uniform, and enriches them with AI-driven tagging, normalization, and metadata optimization. Then, the product data flows into Bloomreach Clarity, where it powers a fully conversational shopping interface — allowing customers to browse, compare, and shop via natural dialogue. 

https://www.bloomreach.com/en/news/2025/bloomreach-and-uniform-to-unveil-new-turnkey-conversational-commerce-framework/ ■ https://www.uniform.dev ■ https://machalliance.org

Graphwise launches Graph AI Suite

October 16, 2025 /

Graphwise, announced Graph AI Suite, a comprehensive Graph AI platform that accelerates how businesses unlock value from their data. It turns enterprise knowledge into a self-improving engine for trustable AI by leveraging GraphRAG. The platform’s capabilities simplify how organizations build intelligent knowledge graphs that continuously learn at scale.

  • Modeling & Mapping: Allows organizations to build a graph from structured and unstructured data, including automated taxonomy building. It helps them mature from “text on a document” toward “structured content” and, eventually, a knowledge graph, improving GraphRAG performance.
  • Ingestion & Automation: These components connect to arbitrary systems and support specific use cases for each organization, enabling integration with LLMs such as Gemini, Llama, and others and agentic AI platforms.
  • Semantic Analysis: Automatically moves content toward a knowledge graph by creating taxonomies and enterprise vocabularies. It drives semantic metadata enrichment across data silos, building the basis for a highly accurate GraphRAG infrastructure. A key part of the AI Flywheel, it makes the platform easy for subject matter experts to use.
  • GraphRAG: This is the Graph AI Suite’s core capability for delivering trustworthy AI. It uses the knowledge graph to furnish the LLM accurate, context-rich and semantically relevant data, mitigating hallucinations and ensuring responses are grounded in verifiable facts.

http://www.graphwise.ai/

Gilbane Advisor 10-15-25 — AI UI & intent, AI app spending

October 15, 2025 /

This week we feature articles from Sharang Sharma, and Justine & Olivia Moore, Marc Andrusko & Seema Amble.

Additional reading comes from Dharmesh Shah, Heiko Hotz, Bob DuCharme, and Sainath Palla.

News comes from TileDB, Grafana Labs, commercetools, and Google.

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

Opinion / Analysis

How can AI UI capture intent?

Exploring contextual prompt patterns that capture user intent as it is typed

“AI interfaces become truly intelligent when they anticipate rather than react. Instead of waiting for users to articulate perfect prompts, contextual UI patterns can surface intent naturally whether through adaptive presets for file uploads, dynamic refinement chips for search, or inline tone controls for content creation. Users spend less time explaining what they want and more time refining the results that matter.”

Sharang Sharma shares some appealing examples of what such UI’s could look like. (5 min)

https://uxdesign.cc/how-can-ai-ui-capture-intent-d7a6d0393ded

The AI Application Spending Report

Where startup dollars really go

Enterprise AI application spending is growing rapidly and is where future growth and open-ended opportunity is headed as AI infrastructure capex and foundation model development begin to plateau.

a16z’s Justine & Olivia Moore, Marc Andrusko, and Seema Amble found some patterns early enterprise AI applications, and identified 50 AI-native application layer companies already in the market. (9 min)

https://a16zenterprise.substack.com/p/the-ai-application-spending-report

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Google announces Gemini Enterprise

The new front door for Google AI in your workplace, Gemini Enterprise is an AI-powered conversational platform designed to bring Google AI to every employee for every workflow.
https://cloud.google.com/blog/products/ai-machine-learning/introducing-gemini-enterprise

commercetools previews Cora

The AI-native shopping companion for conversational commerce shows how enterprises will be able to deliver human-like continuity across every channel.
https://commercetools.com/press-releases/commercetools-previews-cora

TileDB launches Carrara, an omnimodal data intelligence platform

Carrara can discover, access, and analyze all data types, from structured tables to non-tabular data such as genomics, imaging, documents, models, and agents.
https://www.tiledb.com/blog/introducing-carrara

Grafana Labs releases Grafana Assistant

New AI-powered capabilities accelerate root cause analysis, reduce alert fatigue, and make observability accessible to users at all skill levels.
https://grafana.com/about/press/2025/10/08/grafana-labs-revolutionizes-ai-powered-observability-with-ga-of-grafana-assistant-and-introduces-assistant-investigations/

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.

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Google announces Gemini Enterprise

October 9, 2025 /

From the Google Products Blog…

AI has opened up new opportunities in the cloud market — and today, we announced our next chapter with Gemini Enterprise. Gemini Enterprise is designed on the premise that true business transformation in the era of AI must go beyond simple chatbots. You need a comprehensive and integrated platform that brings all your company’s data, tools, and people together in one secure place.

That’s exactly what we’ve built. Gemini Enterprise is an AI-powered conversational platform designed to bring the full power of Google AI to every employee for every workflow.

Built with Google’s most advanced Gemini models, it enables you to chat with your company’s documents, data, and applications. It also gives you the tools to build and deploy AI agents, as well as a suite of pre-built agents, and is grounded in your company’s information and your personal context at work.

Delivering this level of transformation requires a commitment to upskilling your teams. So today, we are announcing a comprehensive set of programs to help you succeed, including free Google Skills training, and the Gemini Enterprise Agent Ready (GEAR) program.

Gemini Enterprise: The new front door for Google AI in your workplace

commercetools Previews Cora

October 8, 2025 /

commercetools, an AI-first commerce platform for enterprises, announced a preview of commercetools Cora, an AI-native and multimodal shopping companion designed to demonstrate the future of conversational commerce. Cora shows how enterprises will be able to deliver human-like continuity across web, mobile, WhatsApp, and other channels. Shoppers can begin a journey on one device and continue it on another without losing context or progress. Cora maintains continuity and gives enterprises a branded companion they fully control.

Cora gives enterprises the practical tools to build loyalty and reduce drop-off by keeping every shopping journey connected. Key capabilities in the first phase of its launch include:

  • AI-First Product Discovery: Conversational search that understands vague requests (i.e., long queries) and translates them into relevant recommendations.
  • Omnichannel Continuity: Preserves context, cart state, and conversation history across all channels and devices.
  • Brand-Controlled Experience: Keeps shoppers inside a retailer’s ecosystem, ensuring that every interaction reflects the brand’s identity and builds lasting trust.

Cora is also fully white-labeled, allowing retailers to customize and brand the experience while relying on commercetools’ enterprise-grade security, governance, and data controls.

Cora will debut with AI-powered product search and launch in phases toward full agentic capabilities, including autonomous checkout.

https://commercetools.com/press-releases/commercetools-previews-cora

Grafana Labs releases Grafana Assistant

October 8, 2025 /

Grafana Labs announced the general availability of Grafana Assistant, a context-aware AI agent built for Grafana, along with the public preview of Grafana Assistant Investigations, an AI-powered feature that extends Grafana Assistant to accelerate multi-step incident investigations. New and enhanced capabilities include:

  • Query generation without deep syntax knowledge: Automatically generate and refine queries in PromQL, LogQL, and TraceQL based on plain-language prompts.
  • Organizational value unlock: Self-service access for non-observability teams reduces dependency on stretched SREs.
  • In‑context onboarding and learning support: Access contextual help, explanations, and “what to try next” guidance directly within Grafana.
  • Enterprise-ready access controls: Building on existing RBAC in Grafana Cloud, Grafana Assistant now offers Assistant-specific roles and permissions. Admins can configure access to features such as rules, Assistant Investigations, and MCP server management at a granular level, ensuring teams can align observability workflows with enterprise security and compliance requirements.

Assistant Investigations, available in public preview, builds on Grafana Assistant by acting as an autonomous agent for incident response. It analyzes the observability stack, generates findings and hypotheses, and provides actionable recommendations for mitigation and remediation. Fully integrated with Grafana Assistant, Assistant Investigations creates a seamless guided workflow for resolving complex incidents.

https://grafana.com/about/press/2025/10/08/grafana-labs-revolutionizes-ai-powered-observability-with-ga-of-grafana-assistant-and-introduces-assistant-investigations

TileDB launches Carrara, an omnimodal data intelligence platform

October 7, 2025 /

TileDB announced controlled availability of TileDB Carrara, an omnimodal data intelligence platform addressing the inability to discover, access, and analyze all data types, from structured tables to non-tabular data such as genomics, imaging, documents, models, agents, in a unified, governed environment.

TileDB Carrara treats all data as “modalities”—reachable, shareable data or code assets with inherent structure and domain-specific semantics. Whether population variants, bioimaging, PDF documents, Jupyter notebooks, user-defined functions, or external tables from existing data warehouses, assets become discoverable, and queryable.

This release of TileDB Carrara supports:

  1. Organization: A unified catalog for registering and searching across all modalities, supporting rich metadata filters and LLM-powered discovery
  2. Structuring: Leveraging TileDB’s shape-shifting array technology to efficiently capture any complex data type, optimized for cloud storage backends
  3. Collaboration: Teamspaces that function as secure data products, enabling users to create, share, and audit access to diverse assets within data clean rooms
  4. Analyze: An infrastructure for massively distributed computations, workflows, notebooks, and dashboards that manages all the data. 

While Carrara’s omnimodal architecture serves enterprises across sectors, its impact is particularly useful in life sciences and healthcare, where the integration of multimodal data (genomics, proteomics, clinical imaging, electronic health records, and sensor data) is essential.

https://www.tiledb.com/blog/introducing-carrara

Gilbane Advisor 10-1-25 — KM & biotech, peak modeI

October 1, 2025 /

This week we feature articles from Mark Burgess, and Steve Jones.

Additional reading comes from Rachel Stephens, Joel Urena, Jenna Kim, Kenneth Ofosu, Shaka Clark, Raven Adaramola & Dylan Campbell, and Horace He.

News comes from Microsoft, Google, Markup AI, and Market Logic.

Our next issue arrives October 15.

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

Opinion / Analysis

Avoiding the ontology trap: How biotech shows us how to link knowledge spaces

Unsupervised learning for humans, from bottom-up networks to namespaces

Ontologies and taxonomies help organize information, but can be difficult to create, and extremely hard to manage over time. They also work by constraining information. Mark Burgess argues that neuroscience and biotech offer both a more liberating and accurate — though no less difficult — approach to understanding and representing knowledge spaces and their interactions. A rewarding read. (14 min)

https://mark-burgess-oslo-mb.medium.com/avoiding-the-ontology-trap-how-biotech-shows-us-how-to-link-knowledge-spaces-654bcbb9122a

We’ve reached peak model — for enterprises

“The models of today are already over-powered for most of the challenges in a business, the challenge lies not in the complexity of the models, but in the paucity of description for how a business a works, what it data means and what success looks like, in a way that AI can actually consume.” Steve Jones illustrates with a practical test. (6 min)

https://blog.metamirror.io/weve-reached-peak-model-for-enterprises-f58f4e3ed9cb

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All Gilbane Advisor issues

Content technology news

Microsoft adds Anthropic model options for 365 Copilot

Copilot will continue to be powered by OpenAI’s latest models, and now customers will have the flexibility to use Anthropic models Claude Sonnet 4 and Claude Opus 4.1 too.
https://www.microsoft.com/en-us/microsoft-365/blog/2025/09/24/expanding-model-choice-in-microsoft-365-copilot/

Google announces 10 new AI features for Chrome

Gemini in Chrome is now rolling out for Mac and Windows desktop users in the U.S., and soon to businesses with enterprise-grade data protections and controls.
https://blog.google/products/chrome/chrome-reimagined-with-ai/

Market Logic launches DeepSights Persona Agents

DeepSights Persona Agents enable real-time, natural language interactions to allow marketing, insights, and product teams to explore and test ideas.
https://marketlogicsoftware.com/news/2025/market-logic-launches-persona-agents-a-breakthrough-in-ai-powered-customer-insight/

Introducing Markup AI: An enterprise content guardian agent

The AI-native platform delivers guardrails for scaling AI-generated content with scan, score, rewrite capabilities, deterministic trust scores, developer API and MCP architecture.
https://markup.ai/blog/introducing-markup-ai-your-enterprise-content-guardian/

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

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