The field guide is said to cover governed metrics, certified queries, evals and learning loops from a year of enterprise work; the conference page does not yet identify its repository or license.
The Oracle–OpenAI launch is less about another chatbot than a governed action layer spanning Fusion, NetSuite, AI Database and OCI.
The free toolkit can inspect and change more than 15 Google data services; its real production boundary is inherited IAM plus metered queries and jobs.
The new Viewer Blocks widen access without per-viewer licenses or overage charges, while Creator and Explorer licensing—and an opaque contact-sales price—remain part of the deployment math.
Workspace 3.1.11 lets teams add their own agent while keeping IBM-managed analysis features active, splitting customization from model operations.
The acquisition gives Genie a familiar modeling interface while trying to keep permissions, lineage and agent actions attached to live enterprise data.
Microsoft’s generative-page builder is no longer confined to Dataverse, giving enterprise teams a direct route from natural-language UI requirements to apps backed by SQL and other Power Platform connectors.
A new preview path removes manual A2A-card and OAuth setup when analytics agents and Gemini Enterprise share a project and region.
The GA release adds clarifying questions, broader governed source search, visible SQL and persistent chat history—while leaving its AI-first homepage in private beta.
The new alpha exposes a live multi-source web index through MCP, read-only SQL, recursive graph programs and vector search—with explicit execution limits and provenance.
The UN System Data Commons joins official datasets behind one searchable graph—and gives AI agents a route to the same governed source material.
The new offer adds SLA-backed help, architecture reviews and workload tuning for teams that cannot move DuckDB into a hosted platform.
Helix is designed to judge sequences of agent actions rather than isolated prompts, while Draco supplies the enforcement plane. The launch also leaves its performance claims without a public test protocol.
Tool search becomes the default on September 17, changing discovery behavior for clients that inspect tools/list before deciding what they can call.
A new GA control shows whose account an investigation uses and lets operators reassign it; the same release also closes a cross-tenant read flaw.
dbt v2 and State are generally available; Context Layer and Wizard experiences span private beta, public beta and public preview.
The September release makes learned rules and workflows generally available, while multi-model search moves into beta and exposes a clear privacy tradeoff for enterprises.
The AI_SUMMARIZE preview removes chunking and model selection from a common document workflow; teams still need extraction, validation and regional-limit controls.
The beta managed server lets external agents ask business questions, retrieve generated SQL results and render Genie visualizations while retaining Unity Catalog controls.
Google has moved AI-assisted LookML development into local IDEs, while keeping validation, Git review and deployment as explicit human gates.
AI Insider answers natural-language questions over live service, audience and content data while keeping model access isolated from subscriber records.
The new plugin uses Sigma’s MCP server and existing account permissions, giving ChatGPT and Codex a path from natural-language questions to saved workbooks without turning the assistant into an unrestricted analytics admin.
The new Data agent connects across major warehouses and BI tools while inheriting existing permissions—a direct bid to make ChatGPT the interface above the enterprise data stack.
Microsoft has opened Fabric to GCC High customers in preview and set an October 1 GA date, but agencies should treat the first release as a workload-by-workload migration, not blanket platform parity.
The new BigQuery and Looker telemetry traces each conversational turn from schema lookup through SQL execution—and gives FinOps teams a queryable record.
The AWS-hosted service preserves Cognos reporting, permissions and business context while adding natural-language exploration and managed platform operations.
Tableau Next, Slack, security and support move into every new edition, turning conversational analytics from an add-on choice into a packaging default.
The September update moves Genie beyond single-query answers, adds governed file analysis and turns agent curation into a production workflow.
The new Wren AI Gallery exposes prompts, SQL-planning steps and traces for 17 generated analytics apps, then lets teams retarget those patterns to governed warehouse data.
TabFM removes the per-dataset training loop for regression and classification, but preview limits and a coming token meter make evaluation mandatory.
A new MIT-licensed incident-analysis agent ships five read-only MCP tools, fixed synthetic incidents and a 40-case deterministic evaluation—but no authenticated Claude result yet.
The hosted server gives coding agents copy-on-write Postgres branches, keeps SQL read-only by default, and separates read, write and destructive API tools.
The warehouse can now answer natural-language graph questions and preserve typed traces of agent decisions, but several agent-facing capabilities are still preview or rolling out.
A six-day-old local-first database agent is notable less for generating SQL than for separating read sessions, previews and confirmed transactions.
Critical Lineage unifies automated, manual and placeholder evidence now; AI comes later, after customers clear their own approval gates.
A new remote MCP server lets compatible assistants inspect, provision and manage SAP BTP resources while remaining bound to the signed-in user’s existing permissions.
The practical rollout boundary is clearer than the launch headline: BigQuery, Looker and the developer API are production-stage, while AlloyDB, Cloud SQL and Spanner support remains preview.
The healthcare-payments vendor is putting natural-language analysis and action-taking agents on the same revenue-cycle platform—but its early efficiency figure needs more evidence.
Enterprise AI NL2SQL can now switch models per request, refresh semantic metadata on a schedule and run long SQL generations as jobs—but Oracle says only its default has been benchmarked specifically for NL2SQL.
The startup’s useful product idea is that SQL, confidence, lineage, approvals and re-checks should travel with an AI-generated analysis. Buyers still need to test how those controls behave on their own data.
The new MCP reference server injects caller scope after generation, re-parses the final query, and publishes the boundary its proof cannot cross.
The deal gives AWS the core engineering team, while the code, intellectual property and stewardship stay with an independent foundation. Data teams should track that boundary closely.
The beta gives platform teams one place to inspect data coverage, AI usage and cost — while keeping policy-changing actions on the roadmap.
The watsonx Orchestrate catalog listing is a useful example of enterprise data agents moving from bespoke connectors toward governed, reusable context services.
The acquisition turns the runtime already underneath Flights into a roadmap for callable data APIs, orchestrated data agents and prompt-built applications.
The 23,800-star text-to-SQL project now carries GitHub’s read-only flag, but its docs and package metadata do not yet explain the maintenance change.
The 10.29 release lets administrators cap individual AI-credit use and automatically block new requests across Cortex Agents, Snowflake CoWork, CoCo and AI Functions.
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