Embrasure

Autonomous data infrastructure to empower data teams.

Embrasure reads your whole data stack, answers in plain English, and operates it under approval gates and audit logs. Your data team owns the context and the controls; everyone else inherits answers they can trust.

Book a demo 15 minutes, on your own stack.
Backed bya16z Speedrun
Ask Embrasure anything
  • FinanceWhat drove last quarter's revenue spike?
  • GTMWhich accounts look about to churn?
  • Data teamBuild a WAU-by-plan dashboard.
  • ProductWhy did signups dip in March?

See one run, end to end

AI data agents that understand your data stack can plan, ask for approval, run scoped work, and leave a trace your team can audit.

The same governed loop can author, schedule, monitor, and diagnose data pipelines without hiding the SQL, checks, or run history from your team.

Workbench
You
14:02:11readmatched events and users in the context graph
14:02:12writedrafted grounded SQLreview
select date_trunc('week', e.created_at) as week, u.plan,
count(distinct e.user_id) as active_users
from events e join users u using (user_id)
where e.created_at >= now() - interval '10 weeks'
group by 1, 2 order by 1;
14:02:13runrunning query

Weekly active users

EnterprisePro

Enterprise up 18% week over week.

Save as dashboard
Ask fromSlackClaude CodeYour IDEWeb appNotebookssoon

A context layer that improves itself

Embrasure learns your enterprise.

It reads your data as it lands, infers how tables relate and what columns mean, and refines one context graph every agent shares.

Your data team owns it. Everyone else inherits it.

improves every runSnowflakeDatabricksPostgresdbt modelsContext graph

How it runs

Warehouses, lakehouses, operational databases, and docs resolve into one working catalog. The next agent uses the same map instead of rebuilding context.

indexing connectors

Plain-language questions become SQL grounded in the live catalog. Embrasure finds the right tables and keeps the catalog state beside the answer.

drafting query

Approved plans run read-only in a scoped sandbox. Prompt, plan, run, and output land together in the immutable log.

executing plan

Governed by default

Trust, because it shows its work.

Every agent action carries its plan, approval state, and result trace.

Lineageprompt to result
Controlapproval before action
AccessRBAC and read-only defaults

Connects to

Supabase
Azure SQL
Azure Cosmos DB
Azure PostgreSQL
Azure MySQL
Databricks
BigQuery
PostgreSQL
Snowflake
Amazon Redshift
MySQL
Slack
Microsoft Teams
AWS S3
MongoDB
+ many more

Give your agents data they can trust.

Book a demo