Categories / Agentic Analytics
1 · Uncharted WatersAgentic Analytics
BI/analytics platforms where an AI agent proactively investigates data, explains its reasoning and surfaces insights, rather than waiting for a human to write a query or ask a chat question
Last updated October 27, 2026
Our read
The latest notable round in agentic analytics is Veezoo's $6M Series A. We count no unicorns, and the term only went mainstream in 2026. It's still competing with agentic BI, AI-powered BI and autonomous analytics. The idea is an agent that digs through a company's data on its own, explains what it found and brings it to people before they ask. BI has promised answers without an analyst before, first with self-serve dashboards and then with natural-language query. Looker, ThoughtSpot and Databricks are the incumbents. Critics point out that a lot of what's sold as agentic analytics still waits for a human to type a question first, which is how natural-language query already worked.
Open question for foundersAgents are supposed to act before anyone asks. If your product only does its job when a customer opens it, what does it do for the customers who never log in?
By the numbers
How they talk about AI
Of the 2 pitching agents with public pricing, none still price per seat.
How we classify
We read each company's homepage headline and subheadline against a fixed word list; the most explicit match wins. Not mentioned: no AI language at all. Implied: automated, intelligent, smart or autopilot, without saying AI. AI: AI, machine learning, LLM or generative. AI agents: agents, agentic, autonomous or digital workers.This reads positioning, not product: a company with a strong AI product counts as "not mentioned" if its homepage doesn't say so. Homepages are re-read every month.
In their own words
- Databricks
“One database for AI, apps and agents”
Lakebase is serverless Postgres for applications that scale
- Looker
“The agentic BI platform built on a trusted semantic layer”
Move from static dashboards to governed, AI-driven action. Powered by Gemini, Looker pairs an industry-leading universal semantic layer with conversational analytics, MCP integration, and extensible APIs—so every user and AI agent works from a single source of truth.
- Omni
“The AI analytics platform”
Omni turns your data into a source of truth for AI, so anyone can get answers they trust.
- Sigma
“Go build it. IT approves.”
Build analytics, apps, and agents on live warehouse data, with governance inherited at the source.
- ThoughtSpot
“Governed AI for Analytics, Everywhere Work Happens.”
Unified platform to power trusted insights across analytics, applications, and workflows.
- Veezoo
“Hallucination-free Agentic Analytics”
Designed for Business Teams: Instant answers, powerful dashboards, and proactive insights.
- Zenlytic
“Zenlytic makes Claude reliable on your data.”
Any agent can write SQL. The hard part is keeping it accurate and consistent.
Stage history
- Uncharted Watersrecorded October 20, 2026
Companies we track
Challengers
Pioneers
Incumbents
FAQ
What is Agentic Analytics?
BI/analytics platforms where an AI agent proactively investigates data, explains its reasoning and surfaces insights, rather than waiting for a human to write a query or ask a chat question
How mature is the Agentic Analytics category?
We place it in stage 1, Uncharted Waters. You're creating a category nobody has named yet. The market doesn't know it has the problem you solve.
How do Agentic Analytics companies usually price?
There's no single dominant model among the 3 tracked companies with a public pricing model: 1 hybrid, 1 per seat, 1 usage-based.
How do Agentic Analytics companies talk about AI?
Of the 7 we track, by the language in their homepage headline and subheadline as of November 1, 2026: AI agents 5, AI 2, Implied 0, Not mentioned 0. Of the 2 pitching AI agents with public pricing, 0 price per seat.
Which Agentic Analytics companies does First to Market track?
Zenlytic, Databricks, Looker, ThoughtSpot, Omni, Sigma, Veezoo.
Building in Agentic Analytics?
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