Applied AI Work

Outcomes,
not activity.

Case studies from engagements where the gap between a stalled operating model and a dependable capability had to close, in production, with real accountability.

Operational AI↗

From Months to Under a Day: Rebuilding Tier-3 Escalation with Agentic AI

A recurring Tier-3 support problem was traced to a broken operating model, not a talent shortage. Redesigning the workflow and layering in a multi-agent AI system dropped MTTR from months to under one day.

August 26, 202610 min read
Software Delivery↗

AI-Enabled Software Delivery Lifecycle

Coordinated AI agents were embedded across the full SDLC, under strict human-gated validation, cutting delivery time by roughly 30% and defects by 60% while preserving full engineering accountability.

September 25, 20268 min read
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