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Consulting · $1,000/hr · retainer discounts

Build AI-Native Organizations

Most organizations use AI like a tool. The ones that win treat it as infrastructure. I help teams make that shift — restructuring how they build, decide, and operate around AI agents.

Helping teams at

  • Meta
  • Microsoft
  • Zillow
  • Stably
  • dTRINITY

Offerings

AI-Native Culture & Process

Outcome: an organization that compounds with each generation of AI.

  • Restructure workflows so agents are first-class team members, not chatbots.
  • Rewire decision-making and review around autonomous systems.
  • Reset hiring, ownership, and ops norms for an agent-native operating model.

Agentic Engineering

Outcome: engineering velocity that compounds instead of decays into slop.

  • Restructure codebase, tooling, and CI for agent-first development.
  • Move teams beyond prompting into durable agent harnesses and review loops.
  • Embed evals, guardrails, and feedback so quality scales with throughput.

Ready to see what an AI-native organization looks like from the inside? Book a free discovery call.

$1,000/hr · discounts on longer-term engagements

Stay in Touch

Get occasional notes on AI-first org design and agentic engineering. Or book a call when you're ready.

Scaling Forever v1.0 — AI-Native Startup Studio
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