The LeanAI Operating System

LeanAI is the AI-era equivalent of Agile and DevOps. It is the mandatory bridge between current execution failures and the Sentient Enterprise vision. It replaces "Shiny Object Syndrome" with disciplined, iterative progress.
The LeanAI Loop (Initiation to Review & Learn) mandates that every initiative begins with an Experiment Charter. Scaling is never guaranteed; it is contingent on demonstrated value. Every project must adhere to the Reuse Mandate, producing standardized artifacts—Data Products (curated datasets), Prompt Assets (vetted LLM instructions), and Agent Skills (modular logic)—that ensure value compounds rather than remaining isolated.

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