AI Strategy tracks AI Transformation of Business Departments. Browse the hub for AI operating model, aimed at CTOs and delivery teams putting AI into real work.
AI Strategy
The demo works and the eval suite passes. Then production is always one more sprint away - because every AI fix breaks something else. That pattern has structure, and it is not about the model.
AI Strategy
Cost becomes a product problem before most teams notice the shift. By the time someone runs the unit economics on an AI feature, the design decisions that drove them are already shipped.
AI Strategy
Every prototype demoed beautifully. Six months later nothing has shipped, and "our AI strategy is basically a list of pilots" stops being a confession and starts being a diagnosis. Here are the eight stages that move a prototype into production.
Quality Harness Engineering
Quality Harness Engineering: The Emerging Stack for Reliable AI Systems
AI Security
Most AI rollouts ship the tool before the policy. By Q3 the org has the habits the policy was meant to prevent. Ship policy first - in days, not quarters.
AI Adoption
The 4-Level AI Adoption Evaluation Model: How to Tell What Your Delivery Team Has Actually Changed