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If you’re exploring a platform bet, operating model reset, or semantic risk audit, I’d love to hear from you.

Short note is perfect. I’ll reply personally.

Start a conversation

Share what you're working on, where you're stuck, and what outcome you want. If it's a fit, we'll map the next steps.

Engagement models

Semantic Risk Audit

2–3 weeks

Surface the hidden definition gaps draining your team's velocity. You'll get a map of where meaning diverges across functions—and a prioritized fix list.

Operating Model Reset

4–6 weeks

Redesign how decisions flow between product, engineering, and leadership. Replace "alignment theater" with shared mental models that actually hold.

Coherence Review

1–2 weeks

A focused pass on a single initiative—launch, migration, reorg—to flag where language is creating silent risk before it compounds.

How it works

Remote-friendly • Cross-functional • Async-first with live working sessions

Every engagement starts with a 30-minute scoping call.