Practical perspectives on AI, product engineering, and the software that runs operations-driven businesses.
Sample articles — illustrative of the topics we write about.
Why most AI projects stall in the demo — and the staged approach that gets them live.
Read more →From route optimization to demand forecasting, where AI actually moves the needle.
Read more →A practical framework for deciding when off-the-shelf holds you back.
Read more →Architecting an MVP that scales, so speed today doesn't cost you tomorrow.
Read more →The strangler-fig approach that keeps the business running.
Read more →Lessons from building cloud platforms that control physical, connected equipment.
Read more →