AILP - AI Log Protocol
Automated compliance monitoring for every AI interaction. AILP scores your live LLM conversations against the world's leading governance frameworks - continuously, invisibly, and without changing how your products work.
What is AILP?
Every time a user interacts with your AI product, AILP silently evaluates that conversation against your chosen governance frameworks - EU AI Act, OWASP LLM Top 10, NIST AI RMF, OECD AI Principles, and others. It returns a clear risk verdict and plain-language reasoning your compliance team can act on immediately.
No vendor lock-in. AILP works with any AI provider - OpenAI, Anthropic, or your own models. Connecting AILP takes minutes; assessments run in the background so users never experience any delay.
Real-time visibility. Every assessed interaction is captured in the AIRTA Systems Consumer Log Analysis dashboard, giving you a live view of risk levels across your entire product fleet.
How It Works
Connect
Point AILP at your AI product. Works with any provider - no changes to your existing workflow.
Monitor
Every AI interaction is automatically captured and evaluated in the background.
Score
Specialist assessors evaluate each interaction against your selected governance frameworks simultaneously.
Act
Your team receives a clear risk verdict, expert reasoning, and a plain-language summary - ready for review or escalation.
A Complete Compliance Picture, at a Glance
The Consumer Log Analysis dashboard aggregates every assessed interaction in one place. Filter by programme, risk level, or date range. See exactly which interactions triggered a finding - and why.
Risk verdicts use a clear severity scale: from Compliant through Informational, Low, Medium, High, to Critical. Every finding includes the expert reasoning behind it so your team spends time remediating, not investigating.
All findings feed directly back into AIRTA, updating your pre-deployment test suite so that real-world failure modes are covered in the next release cycle.
See a Live DemoWhat AILP Delivers
Multi-framework coverage
Score interactions against EU AI Act, OWASP LLM Top 10, NIST AI RMF, OECD AI Principles, and more - simultaneously, in a single assessment. Configure the frameworks that matter to your business.
Explainable risk verdicts
Every risk level is accompanied by per-framework expert reasoning and a plain-language judge summary. Compliance teams get a defensible, auditable record - not just a score.
Always-on post-market monitoring
Regulators increasingly expect documented evidence of continuous post-market oversight. AILP builds that evidence automatically, across every interaction, from day one of deployment.
Works with your existing stack
No rip-and-replace. AILP sits alongside your current AI infrastructure and works with any model provider. Your engineering team integrates it without disrupting existing products.
Incident-ready reporting
When a high or critical finding surfaces, AILP gives your team everything needed for internal review, regulatory notification, and evidence-based remediation - without manual aggregation.
Closed feedback loop
Findings from live deployments flow back into the AIRTA testing suite, so your pre-deployment coverage evolves with real-world behaviour - not just the risks you anticipated at launch.
Why Post-Market Monitoring Cannot Be Manual
AI products interact with users in ways that no pre-deployment test can fully anticipate. Sector regulators and AI safety best practice expect operators to detect and respond to real-world safety issues proactively - not after a complaint reaches a regulator or a consumer is harmed.
AILP closes the gap between what your AI was tested to do and what it actually does in production. Combined with the proactive pre-deployment coverage of AIRTA, you have a complete, continuous safety loop - from first release to long-term operation.
Questions about post-market obligations? Request a free no-commitment discovery call.
Part of the End-to-End Framework
AILP is one half of the AIRTA Systems framework. Pair it with AIRTA (AI Risk Testing Agent) for proactive pre-deployment testing, and connect both to the central AIRTA Portal for complete AI product lifecycle management.