One number, every meeting.
The board deck, the investor update and the Monday standup all pull from the same governed contracts. The dashboard and the chat answer agree, because they read from the same definition.
You don't trust the numbers, and you can't tell which is right.
Twelve definitions of MRR
Finance, growth and product each ship their own SQL. Numbers diverge. Every meeting starts with reconciliation.
Board deck disagrees with the dashboard
Two slides built by two people from two queries. You spend the night before the board call figuring out which one to trust.
AI assistants that hallucinate
Plugging an LLM into the warehouse turns confident sentences into business decisions. There's no audit trail when it goes wrong.
When the board deck and the dashboard agree, the meeting starts with the question, not with reconciliation.
One definition. One audit log. Ask anywhere.
Your team publishes contracts for the metrics that matter. You read them through a dashboard, ask them in chat, or hand them to an AI agent. Same answer. Every time.
One definition of MRR
Every team queries the same contract. Finance, growth and product see the same number, with the same access rules.
Ask in plain language
A chat endpoint runs against your contracts. Answers come back grounded in the metrics your team published.
Every question audited
Each contract call, by every caller (human, app, agent), is logged end to end. You can always answer who asked what, when.
Three steps. Your team does it once.
The work happens on the builder side. After that, the answer is the same whether you read it from a dashboard, ask the chat endpoint, or hand it to an agent.
- 1Step 1
Connect your sources
Your warehouse, your billing system, the file uploads your finance team lives in. Gaur ingests on a schedule and stays the system that serves answers.
Postgres · Stripe · S3 · R2 · file uploads
- 2Step 2
Publish your top metrics as contracts
MRR, ARR, active accounts, retention. Defined once with the right access rules attached. No more dueling spreadsheets.
Contracts · Measures · RLS
- 3Step 3
Ask anywhere
Open the dashboard, type a question into the chat endpoint, or let an agent pull it through MCP. The contract behind the answer is the same.
Query API · Chat · MCP
The two teams that make this work.
You run your business.
We run your analytics.
Hop on a 30-minute call. We'll connect a sandbox to your warehouse and show you Gaur on your numbers.
