White Papers

Notes from running AI in production

What we have learned building and operating an AI-native platform against real customers, real money and real compliance.

21 June 2025 · 8 min read

Porting an AI core across domains

How the same operating core moved from luxury short-term rentals into general MSME back-office functions.

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9 April 2025 · 6 min read

The APeople operating model

AI People are defined as roles, not chatbots — with a job description, a scope of authority, and an escalation path.

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18 February 2025 · 7 min read

AI-Native Operations: beyond the copilot

Why assistive AI stalls at the demo, and what changes when the system owns the workflow instead of suggesting the next step.

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