AI Data SRE
Data pipelines fail at 3 AM.
They shouldn't need a human to fix them.
Breops is an autonomous agent that watches your modern data stack, diagnoses failures, and resolves them — before anyone gets paged.
Built for SOX & HIPAA. Your data never leaves your infrastructure.
ALERT
Pipeline anomaly detected.
The problem
Data incidents still page a human being at 3 AM.
A typical page: check logs, query the warehouse, track down the root cause across two or three other tools, apply the fix, retry. Every step is mechanical. Every step still needs a person.
01
Check the orchestrator logs to find the failing job.
10 min
02
Query the warehouse to confirm the data is actually stale.
15 min
03
Check the ingestion tool, find the root cause.
—
04
Manually trigger a fix, wait for it to complete.
20 min
05
Return to the orchestrator, retry the job.
5 min
50+ minutes of expensive engineering time — for a fix that takes seconds once diagnosed.
The solution
Breops resolves the incident, no need to page at 3AM.
One agent watching your pipelines end to end — for the failure classes it's been trusted to handle.
Detect
Notices something's wrong across your pipelines, often before a user does.
Diagnose
Traces the failure back to its true root cause, not just where it surfaced.
Resolve
Takes the appropriate action within the boundaries you've approved.
Verify & report
Confirms the fix worked, then documents exactly what happened.
Architecture
Your data never leaves your infrastructure.
A hosted dashboard for visibility and control. An agent that runs, and stays, inside your own environment.
Dashboard — hosted by Breops
- Configure what the agent is allowed to do
- Pipeline health & alert visibility
- Full remediation history & audit reports
Agent — runs in your infrastructure
- Deployed entirely inside your own environment
- Acts directly against your existing tools
- Nothing about your data is sent back to us
No customer data is ever stored, retained, or used for training — the agent reasons in-flight and leaves nothing behind.
Trust & compliance
Built for SOX and HIPAA from day one.
Compliance isn't bolted on afterward — it's the reason the architecture looks the way it does.
Zero data retention
Nothing customer-owned is ever stored on Breops infrastructure.
Graduated autonomy
Four levels, applied per failure pattern, per customer. New patterns always start in shadow mode.
Audit-ready by default
Every alert produces a documented RCA report built for regulatory review.
Human oversight, always
Nothing acts beyond what you've explicitly approved — you set the boundaries.
$10B+
combined annual revenue across leading data platform vendors, growing 25–55% YoY
80%
of enterprises now run an AI agent in production
50%
of Fortune 500 companies already run AIOps in production
Design partner program
Become one of our first design partners.
We're recruiting 5–8 data platform teams to shape the product with us.
What you get
- Founding-partner terms
- Direct input into the remediation roadmap
- White-glove onboarding & support
- Early access to autonomous remediation as it graduates
What we need from you
- Scoped, read-first API access to your stack
- A technical champion for the pilot
- 2–3 recurring failure patterns to start with
- Willingness to be a reference upon success