2025-03-01
Responsible AI development for growing companies
Governance without gridlock: data handling, evaluation, rollback, and ownership patterns that let you ship AI-backed product without betting the brand.
Growing companies feel pressure to ship “AI features” fast. The failure mode is not caution—it is unowned models, unmonitored drift, and customer-facing claims engineering cannot defend.
This article distills a minimum viable responsible layer: who signs off, what you log, and how you kill a bet that is not working.