AI tools write code instantly. We unblock your entire delivery pipeline.
The bottleneck has shifted. Vague requirements upstream. Jammed PR queues downstream. We diagnose and fix the entire value stream.
30%
3 weeks
30 yrs
01 / Telemetry
The leaks are measurable.
Review Time by PR Type
The wait is the bottleneck, not the review
The Paradox
More code, more churn
Over 2× lower merge rate
AI PRs stall before landing
Duplicate code clones
Wait to get picked up
2.6× larger pull requests
AI-assistedA three-phase, 4.5-month engagement.
Diagnose the stream. Calibrate the flow. Institutionalize the cadence. Each phase ships working artifacts, not advice.
The Diagnostic
Direct, read-only Git/Jira pull — no vendor tool, no IT/security wait. Flow Sessions, Intent Mapping & Dependency Sessions — structured team conversations, not disruptive interviews. Week 3 Executive Showcase — benchmark scorecard and ROI case, built on 2026 industry data
Flow Engineering – Phase 1
Risk-based PR routing by AI-authorship type — a team agreement enforced through tools you already own, no new vendor required. AI-First Definition of Ready + Context Packages — rolled out org-wide, not just piloted. Lean Team Metrics Review and cross-team dependency mapping. All changes piloted before rollout.
FLOW ENGINEERING · PHASE 2 · 7 WEEKS.Flow Engineering – Phase 2
Continuous Planning replaces Sprint Planning and Backlog Refinement, anchored by a lightweight Queue Replenishment sync. Standups compressed and directed to where collaboration occurs. Pilot teams run the new cadence live before the RFC closes.
Led by Ian
A 30-year Pacific Northwest veteran who piloted transformations at Microsoft, Adobe, Salesforce, and REI.
No pyramid of juniors. No account manager relaying messages. You work directly with the architect who has untangled delivery pipelines at some of the most demanding engineering orgs in the industry — and knows exactly where flow goes to die.