Agentic AI
Autonomous Data Pipeline
A self-healing pipeline that monitors and repairs itself.
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The Challenge
On-call engineers were burning out firefighting brittle pipelines that failed in predictable, repetitive ways.
The Solution
Created a self-healing pipeline where an agent diagnoses failures, applies known remediations, retries intelligently, and only escalates genuinely novel issues.
Key Achievements
- Automated resolution of the most common failure classes
- Reduced overnight on-call escalations
- Turned tribal knowledge into codified, reusable remediations
Lessons Learned
Encoding on-call runbooks as agent tools captures institutional knowledge that would otherwise walk out the door.
Let's build something intelligent together.
Whether you're modernising a data platform or bringing agentic AI into production, I'd love to hear what you're working on.