Independent, non-LLM verification, validation, valuation and remediation for enterprise software built in the age of AI.
As AI-generated code becomes embedded in production systems, enterprises face a new challenge. How do you prove what your code is, where it came from, what risk it carries, and whether it can be trusted?
The Code Factory provides deterministic, evidence-based analysis and remediation designed for organisations deploying AI-generated software at scale. Not another AI tool checking AI output. An independent attestation layer built for the modern software supply chain.
AI accelerated software development. It also introduced a trust problem. AI coding assistants are now generating significant portions of enterprise software But most organisations cannot confidently answer some basic questions.
The speed of generation has outpaced the ability to validate. That gap creates operational, financial and regulatory risk.
The Code Factory transforms AI-generated prototypes and unverified codebases into production-ready platforms.
From architecture and infrastructure through to remediation and re-verification, we help organisations move from rapid generation to enterprise-grade deployment.
Our Four Pillars define the full lifecycle of code intelligence: understanding where code came from, testing what risks it carries, quantifying its business impact, and fixing what matters.
Deterministically identify provenance, authorship and AI-generated code patterns.
Assess security, licensing, originality, quality and policy compliance.
Fix what we find through deterministic remediation and re-verification.
Fix what we find through deterministic remediation and re-verification.
An LLM cannot credibly attest to LLM-generated output.
Most AI code analysis tools rely on the same probabilistic systems that generated the code in the first place.
Our approach is deterministic and evidence based because real attestation requires independence.
Built for organisations operating at scale
See what your AI-generated code contains, where the risks are, and what needs to be fixed.
