The 'play' in foundational models is already played; the next layer is model-agnostic orchestration (KPU) that solves reasoning, auditability, and enterprise integration, with the option to…

Instead of prompting models for answers, KPU uses models to write atomic code steps that execute against verified data sources, making reasoning traceable, repeatable, and auditable — a fun…

Current LLMs hallucinate silently and provide unverifiable reasoning traces; MAISA's KPU forces models to write and execute atomic code steps, creating a full natural-language audit trail s…

Regulated enterprises (banking, energy) cannot compete in the instant-gratification economy because human processes introduce latency; auditable AI workers that reason via code execution (K…