FORWARD DEPLOYED ENGINEER · FRACTIONAL CAIO · DENVER

I turn AI pilots into production systems

82% of AI pilots never reach production. Not from bad technology — from no operating model. I ship the operating model.

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0Never Ship
0Prod ROI
0Wasted/Yr
0Zero P&L
0At Scale

Sources: Prosigns State of Enterprise AI 2026 · MIT/BCG · Freshworks · Kaufman Rossin

CAPABILITIES

Three engines nobody else has

Novel-to-the-world pattern recognition that sees what humans miss.

ACS
26 STRATEGIES

Anti-Crowd Score

Where is everyone wrong together? 25 dimensions. DOMINATE / ENTER / WATCH / IGNORE.

CAR
138-NODE GRAPH

Contradiction Arbitrage

What cancels out? PageRank over 1,783 edges. Breakthrough prediction.

DRIFT
43 BRIDGE CONCEPTS

Epistemic Drift

What word changed meaning? PMI co-occurrence. Cross-domain migration.

PRODUCTION SYSTEM

94% of advanced MLOps report positive ROI.
Only 11% of ad-hoc setups do. I am the 94%.

244kProd Lines
56API Routes
116kRAG Chunks
4Fleet Nodes
48MCP Tools
252Zero P&L

30 minutes.
Real answers.

70% of AI pilots stall from no operating model. Top performers ship in 90 days. Book yours.

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