live wire
▸Snowflake’s Cortex Agent quickstart routes metrics and transcripts with prompt rules—but documents no authorization boundarySnowflake▸Oracle Select AI generates SQL/PGQ for property graphs—but errors if one AI profile mixes graphs with tables or viewsOracle▸Domo’s data team standardizes MCP builds with shared scaffolding; beta toolkits inherit user permissionsDomo▸Databricks proposes five outcome signals for agentic BI—and says dashboard counts and license usage miss decision qualityDatabricks▸One vibe-coded database app needed 56+ human test hours and three repair rounds despite AI Studio’s verification claimsMancas & Mancas / arXiv▸BigQuery AI.IF’s default cost mode trains a local model for most rows—and drops row-error thresholdsGoogle Cloud▸AWS’s multi-tenant data-agent pattern gives the broker Lambda no data permissions; Cognito roles carry Lake Formation scopeAWS Big Data Blog▸Amazon OpenSearch’s optimized engine adds nested agent traces, but AWS reserves it for log analytics—not vector searchAWS▸Two interpretation-based provenance semantics cannot express SQL bag difference, new theorem showsKolaitis / arXiv▸Databricks Feature Views reuse one definition for training and live scoring, but online lookup still returns latest available stateDatabricks▸Databricks Genie’s Slack and Teams previews default channel answers to public, even when viewers lack source-data accessDatabricks▸Snowflake’s two-tool GraphRAG agent beat a seven-tool graph setup 70% to 60% on 22 ontology questionsSnowflake Engineering▸Semantix opens an Apache-2.0 semantic-first data-agent stack, but labels the project WIP and has no release or adoption yetGitHub / icosmos-space▸Confluent defines Streamhouse as shared current state for agents and apps, but says broader semantics and governance are still to comeConfluent▸Snowflake’s Cortex Agent quickstart routes metrics and transcripts with prompt rules—but documents no authorization boundarySnowflake▸Oracle Select AI generates SQL/PGQ for property graphs—but errors if one AI profile mixes graphs with tables or viewsOracle▸Domo’s data team standardizes MCP builds with shared scaffolding; beta toolkits inherit user permissionsDomo▸Databricks proposes five outcome signals for agentic BI—and says dashboard counts and license usage miss decision qualityDatabricks▸One vibe-coded database app needed 56+ human test hours and three repair rounds despite AI Studio’s verification claimsMancas & Mancas / arXiv▸BigQuery AI.IF’s default cost mode trains a local model for most rows—and drops row-error thresholdsGoogle Cloud▸AWS’s multi-tenant data-agent pattern gives the broker Lambda no data permissions; Cognito roles carry Lake Formation scopeAWS Big Data Blog▸Amazon OpenSearch’s optimized engine adds nested agent traces, but AWS reserves it for log analytics—not vector searchAWS▸Two interpretation-based provenance semantics cannot express SQL bag difference, new theorem showsKolaitis / arXiv▸Databricks Feature Views reuse one definition for training and live scoring, but online lookup still returns latest available stateDatabricks▸Databricks Genie’s Slack and Teams previews default channel answers to public, even when viewers lack source-data accessDatabricks▸Snowflake’s two-tool GraphRAG agent beat a seven-tool graph setup 70% to 60% on 22 ontology questionsSnowflake Engineering▸Semantix opens an Apache-2.0 semantic-first data-agent stack, but labels the project WIP and has no release or adoption yetGitHub / icosmos-space▸Confluent defines Streamhouse as shared current state for agents and apps, but says broader semantics and governance are still to comeConfluent
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newsEnterprise BI

IBM’s managed Cognos launch keeps agentic BI inside the reporting control plane

The AWS-hosted service preserves Cognos reporting, permissions and business context while adding natural-language exploration and managed platform operations.

Cognos agents working inside a governed analytics control plane.
AI-generated diagram
By The News Desk· Sep 5, 2026the quick take — two AI hosts go live when you do

IBM has made Cognos Analytics available as a managed service on AWS, pairing its existing reporting and governance stack with BI agents for summarization, report authoring and natural-language data exploration.

The useful distinction is architectural, not conversational. IBM says the agents remain grounded in Cognos content, security permissions and business context. That gives enterprises a way to add natural-language querying without first replacing the reports, data models, distribution workflows and governance rules that already define trusted analytics.

What IBM is actually selling

Cognos Analytics as a Service moves responsibility for infrastructure, maintenance, upgrades and platform lifecycle work to IBM. Customers retain Cognos capabilities including reports, dashboards, visualizations, data modeling, governed analytics and targeted report distribution. The service is built on AWS and can also be procured through AWS Marketplace.

The agent layer supports three practical jobs: summarizing complex reports, helping authors create a first draft of an analysis, and letting business users explore governed data in natural language. IBM also says Cognos can connect those agents to Amazon Bedrock while preserving Cognos permissions and business context.

The deployment test

For an existing Cognos estate, the first evaluation should not be whether the assistant can answer a polished demo question. It should be whether the managed service preserves the organization’s current reporting assets, governance model, permissions and business processes during migration—and whether natural-language answers resolve against those same controls.

A practical pilot can therefore start with a narrow report library and three user roles. Test whether each role can discover, summarize and query only the content it already has permission to use. Then compare the agent’s answer with the governed report and inspect what happens when the user asks for a field or report outside that role’s access.

The service reduces platform operations, but it does not remove analytics governance. IBM’s launch instead makes the BI control plane the boundary around the agent: the model can help users find and explore trusted content, while Cognos continues to decide which content, permissions and context count as trusted.

sources

Filed by The News Desk. Corrections: desk@nl2sql.ai · Our standards →

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