For companies
AI Integration for Companies
The four-stage method for bringing AI into a real operation, taught with actual workflow and state design. Agents should scale a system, not substitute for one.
0 published · 5 planned
1 · Systematize
Describe the operation as explicit states, rules, actors, data and transitions.
SystemsAI Integration Stage 1: Systematize Before You AutomateComing 11 Nov
SystemsOperational State Modeling: Turning Business Workflows Into SystemsComing 18 Nov
2 · Automate
Let software execute the known, deterministic actions reliably.
SystemsAI Integration Stage 2: Automate the System Before Adding AgentsComing 25 Nov
3 · Track
Capture the events, decisions, outcomes and failures.
SystemsAI Integration Stage 3: Track the Signals That Make AI UsefulComing 2 Dec
4 · Scale with agents
Add bounded model judgment only where it adds measurable leverage.
SystemsAI Integration Stage 4: Agents Come LastComing 9 Dec