AI analytics, analyst in the loop
Full control,full speed.
Litmus serves your org's knowledge into the LLM your analysts already use, and collects what's missing from them as they work. The real definitions, the data quirks, the accepted methods - curated once, served everywhere.
The demo
Watch it work.
The same question asked twice - once cold, once with Litmus in the loop. Two minutes, one real analysis, from wrong-but-plausible to right.
Shareable link: thelitmus.ai/demo
The problem
Wrong analysis doesn't look wrong.
Every analytics team already produces analysis with AI. Look closer at what that means:
It ships unverified.
A wrong number looks plausible, lands near expectations, and feeds a decision. Review catches what looks wrong - and passes exactly what doesn't. No alarm ever goes off.
It stays shallow.
Ask a deep question and the model assumes where it should ask, grabs the wrong table, and returns something obvious or wrong. Analysts learn to keep AI on the easy questions and do the interesting work by hand.
It runs on re-explained knowledge.
Every chat starts from zero. Each analyst re-explains the definitions their own way, so the same question returns two answers - and both ship as facts.
The models aren't the problem. The knowledge that grounds them is - and today it lives in exactly one place: your analysts' heads.
How it works
Your org's knowledge, built as a byproduct of the work.
- 01
Curate
Litmus reads what your data platform already knows: dbt models, catalogs, BI definitions, query history. Deterministically, metadata only.
- 02
Serve
The right knowledge arrives inside the LLM your analysts already use, matched to the exact thing each of them is working on.
- 03
Ask
When something needs a human, Litmus asks the analyst right there, mid-analysis. Five words and they move on. It never asks what it can infer, and never asks the same thing twice.
- 04
Resolve
When two sources or two people understand something differently, the conflict is surfaced and settled before the business sees two numbers.
Every answer is stored, credited to the analyst who gave it, and served to the whole team. No documentation project. No new tools.
Every analysis leaves the knowledge base bigger and more consistent than it found it.
Who it's for
For analytics leaders
Your team ships more AI-assisted analysis than anyone can check - and it carries your signature. Litmus raises potential mistakes instead of assuming them away, surfaces conflicts before they reach the business, and teaches the LLM to go deeper without getting hung up on the wrong things. Correctness stops being a gut feeling.
Push AI hard, and stand behind every number your team ships.
For analysts
Explain a definition once and it's remembered - across sessions, chats, and teammates. Knowledge arrives pre-loaded and consistent with the dashboards, so the re-checking tax drops. The deep questions you stopped asking start working. And every piece of knowledge you contribute carries your name.
Your LLM finally knows your data - and remembers what you tell it.
Easy to try
No data access
Litmus works on metadata only. Your data never leaves your org.
Nothing changes for the team
No new tool, no onboarding, no process. Analysts keep working where they already work.
Live in an hour
And the knowledge curated from your data platform delivers from day one.
Reversible in minutes
Opting out is turning off a connector.
See it on your stack.
Leave a work email and we'll set up a demo.
Prefer email? yair@thelitmus.ai
We use your email only to set up the demo. No lists, no sharing.