James Holland WWII · AI Lab
Athens · 4 Sep 2026
Strategic Intelligence Hub

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Six briefings covering the economics, systems, growth model, roadmap, editorial safeguards, and technical infrastructure of the JH WWII AI Lab.

Intelligence Briefings
01
Economics
The business case — headcount trap, subscriber model, £250k ARR north star
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02
Systems
Four AI systems, 14-step video pipeline, £1,100/month to replace multiple salaries
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03
Growth Flywheel
Six-stage funnel — long-form content to paid subscribers at £50/yr
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04
Build Roadmap
Five phases, proof before commitment, Phase 1 exit option with full blueprint
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05
Editorial Trust
Nine safeguards — historian in control, 100% human sign-off, zero exceptions
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06
Tech Stack
Docker Compose on DigitalOcean — FastAPI, Celery, pgvector, Next.js, Tailscale
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