Get reliable answers from your data
without hiring a data team.

Works with the AI tools you already use - Claude, ChatGPT, and Cursor

ChatGPTClaude
ContextfloContextflocontext layer
Metrics & definitionsdefined by you
clutch = final margin <= 5 pts
win_rate = wins / games
Source tablesauto-generated
fct_games
score, margin, and result, one row per game. Includes preseason and playoff games.
  • Your whole team self-serves answers in seconds
  • Every answer is reliable and traceable to its source
  • A fraction of the cost of a data hire
  • Connects your data where it lives - Postgres, BigQuery, Snowflake, or CSV files

Trusted by teams at

Grey
Evana

How it works

Three steps. Ten minutes.

01Connect, read-only
Postgres, Snowflake, BigQuery. Data stays where it is.
02Generate context
Connect your docs or codebase, hit generate. Review.
03Your team asks
Plain English in Claude or ChatGPT. SQL visible. Answers in seconds.
Customer Stories

How Tilt Cut Time-to-Insight from Days to Minutes

>4k
Queries / month
2-5 min
Time to insight
50%
Self-serve rate
"I used to spend half my week answering 'can you pull this' requests. Now the team just asks Claude."
Hedi Ketari
Hedi Ketari
Lead Data Scientist
Read story

Common questions

What does it cost?

Free for one user and one data source. Team plans are $75 per user per month, self-serve with no per-query fees. We also offer custom enterprise plans for larger teams. See pricing

Is my data safe?

Yes. We only store metadata, never your raw data. You control what Contextflo has access to from your data source side. Read more

Do I need a data warehouse?

No. We support any data source: Postgres, Snowflake, BigQuery, Amplitude, Google Analytics, and more. No ETL or warehouse required.

How does this compare to other tools?

Most tools require weeks of setup and ongoing YAML maintenance. Contextflo auto-generates context from your schema and keeps it in sync as your data changes. Access controls are built in, not bolted on. See detailed comparison

Start getting answers from your data today

Connect your warehouse, generate context in minutes, and let your team ask questions in the tools they already use.