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Autonomic AI

Accurate, auditable and energy-efficient AI for a better tomorrow
We don't just auto-generate, we auto-evolve as well and in a fully governed approach

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LATEST PRESS RELEASE

Functor Models

A governed, compositional AI foundation where components are versioned, audited, and reversible, machine-checked in Lean 4, with published research on determinism and energy reduction. Works alongside modern AI rather than replacing it, with a defined migration path.

AssuredCode

Deterministic, auditable code generation for mission critical and regulated environments.


Autonomic AI builds code generation that is reproducible by construction:

all outputs traceable, every change versioned and reversible, behavior formally verified.

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Built for environments where "the model can't explain itself" is not an acceptable answer. No external code is used in training of models or fetching of external code to assemble the response.

White Structure

LOP - LLM Offloading Pattern 

A composition pattern that offloads work from large language models onto governed, deterministic small and micro-models: deterministic where it counts, probabilistic where it helps. One LLM can run many LOPs.

Autonomic AI, LLC - AWS and IBM Partner

UEI: YAYREBPA5DP8
CAGE: 202Z5
Registered in SAM.gov
Formally verified in Lean 4 · Published on Zenodo ·
Enterprise and research-focused software. No consumer data collection.

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