Your pipelines are green. Your data is silently wrong.
Jobs succeed, tests pass, dashboards render on time. Meanwhile a column goes stale or a definition drifts, and nothing pages you.
Scout, Embrasure's autonomous agent, watches the data itself. It learns every table, investigates drift like an engineer, and files the cause, blast radius, and fix, with the evidence attached.
If silent data failures sound familiar, leave an email and we will reach out.
Embrasure learned the normal null rate range for a column in orders.enriched and detected it drifting outside that range while pipeline and check statuses stayed green. Lineage: web.events_raw feeds orders.enriched, which feeds the revenue overview and ads performance dashboards and the activation sync. The cause is a renamed column in web.events_raw, and Embrasure posted an incident with a suggested fix to the #data-alerts Slack channel.
What Embrasure does
Scout is the data reliability platform for the age of AI.
dbt tests catch the failures you can predict. Scout learns each table deeply enough to catch the ones you can't, and investigates what it finds until it has a conclusion you can check.
Learns every table on its own
Each table gets a scout that onboards itself and never stops learning: simple guards first, then top-k shifts, seasonal forecasts, and checks it reasons out when lineage or a dbt model changes.
Maps the blast radius
Lineage ties each anomaly to the tables, pipelines, dashboards, and owners downstream, so every incident arrives routable: impact and people attached.
Briefs your AI agents
Agents get what the scouts have learned, and every query runs with the access of the person asking.
Reviews data changes like code
Upstream changes reach downstream teams before the numbers move, and data rules are enforced in CI, not a wiki.
When Embrasure is unsure, it says so and shows its evidence.
Know the moment trusted data goes wrong, why, and what it touches.
Join the waitlist and we will reach out.
