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

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

Step 1: A user types their question

ChatGPTClaude
  • 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

Does my whole team need to know SQL?

No. People ask in plain English, and your AI tool writes the SQL grounded in your definitions. In fact, most Contextflo users are in product, ops, and growth, not engineering. Learn more

How do I know the answers are right?

For each question, the AI tool first consults your business context (internal terms, metric definitions, reference queries) before writing the query. You check the work instead of trusting a guess, and admins get an audit trace of each interaction.

Can I control who sees what?

Yes. Admins set which schemas and tables each person or group can query. Every query is auditable and attributed to a user. How access control works

Is my data safe?

Yes. We only store metadata and definitions, never your raw data. You control what Contextflo can access from your side. Read more

Do I need a data warehouse?

Contextflo works with databases, SaaS APIs, and even CSV files, in addition to data warehouses like Snowflake and BigQuery.

Start getting answers from your data today

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