Holonic

AI Code Governance for Critical Software

Know what every code change does before you accept it.

Developers, AI tools, and vendors all change your codebase. Holonic checks every change against a deterministic model of what your system already does, so reviewers see what was preserved, what changed, and what needs a decision.

Developers, AI tools, and vendors all change your codebase. Holonic checks every change against a deterministic model of what your system already does, so reviewers see what was preserved, what changed, and what needs a decision.

Delivered where a wrong line of code has real consequences

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Fix one thing, break three others, and never know why. We show you why before it reaches production.

Fix one thing, break three others, and never know why. We show you why before it reaches production.

Fix one thing, break three others, and never know why. We show you why before it reaches production.

The hard part isn’t generation anymore

The hard part isn’t generation anymore

The hard part isn’t generation anymore

AI can generate code fast, whether it's a legacy rewrite or today's pull request. What stalls it is acceptance, proving the change is complete, traceable, and ready to move forward before it reaches production.

Acceptance built in, not scrambled together at the end.

Acceptance built in, not scrambled together at the end.

Generation

Fast, and getting faster. Every AI coding tool already does this.

Acceptance

Complete, traceable, reviewable. This is where software change actually stalls.

Before code moves forward, Holonic shows:

Verified

What was accounted for, with evidence of behavior supporting it

Verified

What was accounted for, with evidence of behavior supporting it

Preserved

Source behavior that carries forward unchanged

Preserved

Source behavior that carries forward unchanged

Allowed Change

An intentional, governed difference

Allowed Change

An intentional, governed difference

Net-New

New code the change requires, with no counterpart in the source

Net-New

New code the change requires, with no counterpart in the source

Needs Review

Requires human review before acceptance

Needs Review

Requires human review before acceptance

Orphaned

A source artifact with no active role in the target

Orphaned

A source artifact with no active role in the target

Every artifact dispositioned, zero unexplained. What needs a second look fails explicitly, before it reaches production.

Proof of accounting. Evidence of behavior.

Built for critical, regulated software

Banking and model risk

Federal and defense

Healthcare payer systems

Aerospace certification

Wherever the cost of an unexplained change is measured in more than an incident report, Holonic gives reviewers something to check it against.

See what changed,
before production acceptance.

See what changed,
before production acceptance.

See what changed,
before production acceptance.

LLMs propose. Holonic verifies.