AI Company Framework

How an AI-operated organisation is structured, department by department — responsibilities, KPIs, agents, SOPs, templates and workflows.

Every topic carries: Responsibilities · KPIs · AI Agents · SOPs · Templates · Workflows.

Direction, capital allocation and the decisions that cannot be delegated.

Operating cadence, execution and cross-function throughput.

Technology strategy, architecture authority and build-vs-buy.

Portfolio, delivery governance and dependency management.

Hiring, capability, performance and the human side of automation.

Planning, unit economics and cost attribution.

Pipeline, qualification and forecast discipline.

Positioning, demand generation and attribution.

Contracts, IP and AI-specific liability.

Obligations, evidence and audit readiness.

Posture, controls and incident response.

Quality strategy across products and agents.

Delivery pipeline and operational reliability.

Build capacity, standards and technical debt.

Service levels, escalation and feedback into product.