AI systems
Scoping AI systems
A useful AI brief names the job, the data it can touch, how it fails, and who runs it after launch.
Insights
Insights
Notes for people buying or shipping software: how to shape AI for a product workflow, start discovery well, keep software healthy, and choose a product-engineering partner.
Delivery
Discovery before you build
Most expensive rework comes from building against an incomplete picture of systems already in use. A short discovery pass is cheaper than a long rebuild.
Operate
Keeping software healthy after launch
After launch, the system still needs someone watching incidents, cost, releases, and the next change, so it stays healthy for the people who use it.
Buying
Choosing a product-engineering partner
A strong partner shows systems you can inspect, starts with thorough discovery, and can explain how the work stays healthy for the people who rely on it.
If a note maps to your problem, get in touch with a short brief.