Taming the agentic influx: a blueprint for AI business observability

Kin Lane says generative AI is revealing deeper problems from API sprawl, app growth, and the gap between engineering and business teams.

He argues most observability tools focus on technical health, but miss business context like cost, customers, products, and environmental impact.

His answer is business observability: organizing usage and spend data by business domain so companies can govern AI and API investments.

The goal is to give executives usable visibility into total cost, ownership, and value, reducing overspending and hidden risk.