EU AI Act Compliance for CTOs — Scanara
How CTOs can automate EU AI Act compliance for engineering teams. Shift-left scanning, GitHub merge gate, and Annex IV documentation — no compliance headcount required.
The EU AI Act compliance burden on engineering teams
40–80 hours per system
Annex IV technical documentation requires mapping every AI system's architecture, training data, risk controls, and post-market monitoring procedures. Done manually, this is a multi-week engineering project for every compliance cycle.
Compliance breaks the build-deploy cycle
Without developer-native tooling, compliance reviews happen at the end of sprints — not at the point of code change. By the time a violation is found, multiple dependent changes have stacked on top of it, making remediation expensive.
Build vs buy is a false economy
Rolling your own compliance rules, documentation tooling, and audit trail takes 3–6 months of engineering time and requires ongoing maintenance as EU AI Act guidance evolves. That engineering effort compounds with every regulatory update.
How Scanara solves it for engineering teams
GitHub merge gate
Scanara installs as a GitHub App and runs compliance scans on every pull request. Findings are surfaced as PR annotations at the specific line of code that violates an EU AI Act article — same as a linter, no context switch required.
Automated Annex IV documentation
Scanara generates Article 11-compliant technical documentation directly from scan results. Export as PDF, DOCX, HTML, or Markdown for regulatory submissions. No more 60-hour documentation sprints.
Configurable merge gate per repo
Choose Audit or Blocking mode per repository, and set your own thresholds for critical findings, high findings, and minimum compliance score. Configure once at the dashboard; the gate runs on every PR automatically — no CLI to install, no pipeline edits required.
Annex III risk classification from code
Scanara automatically classifies each scanned system against Annex III categories. No separate questionnaire process — the risk classification is derived from the codebase itself.
The real cost of not automating
€52K+/yr
Typical annual cost of manual EU AI Act compliance for a 5-system AI portfolio — consultants, technical writers, and periodic review cycles.
€35M
Maximum fine for a high-risk AI system violation: €35 million or 7% of global annual turnover, whichever is higher.
Frequently asked questions
See Scanara in your CI pipeline
Book a 30-minute demo with our engineering team. We'll scan one of your AI repositories live and show you exactly which EU AI Act obligations apply and what it takes to close the gaps.
See demoHow Scanara Helps
Scanara automates EU AI Act compliance from code to dossier. Connect your GitHub repos and get compliance reports in minutes.