Operating Systems That Enable Scale
I've built operating systems at multiple companies. These aren't theoretical frameworks—they're the actual systems that made companies run:
OKRs with teeth: Clear objectives, measurable key results, designated owners (DRIs), weekly scorecards. Improved forecast accuracy to within ±5%.
Delivery discipline: Release trains, feature flags, retrospectives. Lifted on-time delivery from low 60s% to 90%+ consistently.
Customer success playbooks: Activation checklists, health scoring, expansion motions, quarterly business reviews. Achieved mid-90s% gross retention, low-100s% net retention.
Compliance programs: SOC 2 Type II with zero exceptions, ISO 27001 controls. Unlocked enterprise deals that required security certifications.
Incident response: Command structure, runbooks, on-call rotations. Reduced Sev-1 MTTR by ~40%.