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Weekly · Analytics · Week of May 11, 2026

Analytics shifted decisively this week from query-on-demand to agent-on-call.

agentic analyticsmcplakehouseicebergai governanceagent ux
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By Yahya Tür
LinkedIn ↗
Generated 10d agoDrawn from 19 products

The week in analytics

If there is one through-line in analytics this week, it is that the dashboard is no longer the primary consumption surface. Vendors across the stack — from lakehouses to BI tools to product analytics — shipped MCP servers, agent surfaces, and AI-driven recommendation flows that treat natural-language conversation, not the chart, as the front door to data. The chart is becoming a deliverable an agent produces, not the thing an analyst opens first.

The second pattern: lakehouse competition got noisier. With BigQuery, Databricks, and the Iceberg-centric long tail all moving in the same week, the format wars are now playing out as cross-cloud query plumbing rather than storage debates.

Leaders

BigQuery doubled down on Iceberg, graph, and global data sharing — the most strategically loaded release of the week, since the lakehouse fight is now also a data-mesh fight. Sigma Computing built out the agentic analytics stack with workflow automation, Snowflake Cortex bindings, and a push beyond read-only dashboards — the BI category's clearest agent-era bet. Mixpanel went wide: Glean MCP, Postgres GA, AI Metric Trees — analytics being redrawn around AI access patterns rather than human exploration. Pinecone widened from vector DB to retrieval app platform with Marketplace and BM25, an explicit move up the stack. Holistics opened Claude and Gemini as bring-your-own LLMs and shipped SCIM provisioning at the same time, threading agent flexibility with enterprise compliance.

Wildcards

Geckoboard shipped its first new visualization in years alongside template rollouts — an unusually loud week from a product that had been on cruise control. Neo4j made Aura its enterprise center of gravity with AI token functions, GQL compliance, ML persistence, and Fabric export landing together — an aggressive consolidation move for the graph category. Feedly doubled down as an AI-driven threat-intelligence platform — a striking pivot for a product the market remembers as an RSS reader.

Themes that compounded

  • MCP servers landed at Mixpanel, PostHog, Metabase, Cube, Apify, and Amplitude — every major product-analytics and BI vendor now has agent-callable surface.
  • AI agent surfaces moved from add-on to primary creation flow at Hex, Kubit, Sigma Computing, Chord, Databox, and Count — "prompt to dashboard" is the new default.
  • Open-sourcing AI stacks happened at Metabase and was previewed at Holistics — the BI category is willing to commoditize the AI layer to keep customers on the platform.
  • Lakehouse and Iceberg pressure compounded across BigQuery, Databricks, ClickHouse, Amazon Redshift — multi-engine over one storage layer is the working assumption.
  • Governance shipped alongside AI in nearly every release — Deepnote with AI governance, Holistics with SCIM, Looker with conversational modes, Stape with policy guardrails. AI without policy is no longer shippable.

Watch this week

Watch how product analytics responds to Mixpanel's Glean MCP move. If Amplitude, PostHog, and Heap lean further into agent-callable analytics in the next two weeks, the category is officially repositioning. The second signal: lakehouse vendors with native Iceberg work — expect Snowflake's response to BigQuery's release within the next cycle, since this week's BigQuery push targets exactly the workload Snowflake's Cortex bet depends on.