Predictive Workflow Integrity: Autonomous Triage & Resilience at Scale

In distributed systems, workflow failures cascade silently until catastrophic. This session introduces the Predictive Workflow Integrity (PWI) resilience model—a production framework for detecting, triaging, and rerouting failures in real time across event-driven enterprise architectures.

Deployed at Walmart Technologies ($1B+ transaction volumes), this covers Autonomous Incident Triage and Ring-Based Geolocation Routing—reducing MTTD from ~12 min to under 1 min, MTTM from ~45 min to 10-12 min, and false positives from 18% to 4%.

Attendees learn: distributed state machines for workflow health, ML-based anomaly detection in Kafka pipelines, sub-second geolocation failover (5s to under 1s), and eliminating 3 AM alert fatigue through autonomous triage. Battle-tested patterns from production at scale—not toy examples.