Multi Agent Data
ETL CREW
Pipelines that build and heal themselves.
A multi-agent crew that manages data pipelines and keeps critical data flows running across the enterprise — building faster than a human team and staying up when they sleep.
How they are governed
The crew works inside a Role Card. Scope, permissions and escalation rules are set before go-live. Forbidden actions are enforced in code, not policy.
- Autonomy tier
- Assist. Executes within approved guardrails and escalates anything uncertain for human review.
- Human Principal
- A named person owns performance and approves scope. Every AI Coworker reports to a human.
- Off limits
- No schema or production pipeline changes without an approved change request. No access to data outside the granted scope.
- Audit
- Every classification, response and escalation logged. SOC 2 Type II compliant.
Built on 
Runs natively inside your AWS environment. Not ours.
In production
Banking group, Southeast Asia
Running the data pipeline estate behind the group's analytics and reporting workloads.
0%
Faster ETL builds
0%
Reduction in pipeline cost
Deploy them
The ETL Crew is pre-built, pre-tested and pre-governed. Deployment is configuration, not construction.
Typical time to production: four weeks.
What we need from you
- Data platform and warehouse access
- Existing pipeline inventory
- Change management and approval rules
- Your named Human Principal
