Policy-as-code checks
Codify the rules once (QA, compliance, structural, content), run them automatically, and get a dashboard of violations instead of digging through source by hand.
Codified rulesAuto-runViolation dashboard
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Service ยท Engineering
Sometimes you need automation, not AI.
Clever, rigorous automation for clients who need engineering, not a model. We codify the rules, run the job in one click, and surface the results clearly. When a model would be overkill, we tell you. Scoped per case, after discovery.
What it looks like
Clever automation, not AI for its own sake
One-click workflows
Collapse a manual, multi-step process into a single repeatable action with transparent, auditable output. The lineage of the custom QA tool we built at enterprise scale.
RepeatableOne actionAuditable output
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AI-vs-automation triage
In a discovery call we identify which parts genuinely need AI and which are better served by deterministic automation. Sometimes the honest answer is no model at all.
Honest scopingRight tool for the job
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Go deeper
Read how we think, and how we tested it
Structural Signals
The blog series
Anonymized Fortune 500 websites, analyzed through the Five-Lens network science framework. Patterns, failure modes, and what the topology actually predicts.
Research
The 2025 thesis
Network topology predicts a page's business function with 95% accuracy, outperforming text-only NLP models by more than 34 percentage points.
Let's talk
Questions about transparent AI governance? Curious how your digital architecture measures up? Start a conversation.
Email
[email protected] LinkedIn
Axiom Graph