Aiella monitors the technical behavior of your AI systems against global compliance obligations — generating audit-ready evidence automatically. Built for organizations deploying AI in regulated environments.
From initial risk classification to continuous production monitoring — Aiella is the technical compliance layer your legal counsel doesn't replace.
Classify your AI system's regulatory risk tier and identify your specific compliance obligations in under 2 minutes. One form, one email, one complete report.
Continuous technical monitoring of your deployed AI systems. Detects drift, tracks logging completeness, and generates audit-ready evidence — automatically.
Start with a free assessment to understand your obligations. Then instrument your systems for continuous compliance evidence.
Answer 10 questions about your AI system — what it does, who it affects, and what data it processes.
Aiella's classification engine maps your system to the applicable regulatory framework and identifies your specific obligations.
A full HTML and PDF compliance report is generated with your risk tier, obligations, and priority actions.
Your report arrives in your inbox within 60 seconds. Results are never shown in the browser — always private.
Add a single Python decorator to your AI inference calls. The Aiella SDK captures what it needs — no architectural changes required.
Every inference event is logged with the fields your compliance obligations require — timestamps, inputs, outputs, confidence scores, human review flags.
Drift alerts, logging completeness reports, and audit-ready evidence packages are generated automatically and on demand.
Aiella covers the obligations your engineering team owns — the ones requiring continuous technical monitoring, not one-time legal review.
Ongoing identification and assessment of risks throughout the system's operational lifetime — not a one-time exercise at deployment.
Training data quality, representativeness, and bias detection. Aiella monitors downstream production signals for data governance problems.
Automatic logging with millisecond timestamps, input references, confidence scores, model versions, and human intervention flags.
Monitors behavioral consistency between documented capabilities and actual production outputs. Alerts when documentation becomes stale.
Tracks human review rates, override frequency, and intervention logging. Detects when oversight processes erode under operational pressure.
Continuous collection and analysis of performance data after deployment. The core of what Aiella does — proactive, not reactive.
We are looking for 2–3 design partners to build the Aiella compliance monitoring SDK with us. Early access, direct input on features, and below-market pricing in exchange for weekly feedback.
Your compliance challenges directly shape what gets built. Weekly calls with the founder. Your use case becomes the product.
Organizations with high-risk AI systems in production, users in regulated markets, and an engineering team that owns compliance implementation.
AI regulation enforcement is beginning. Building compliance infrastructure takes time. Design partners who start now will be audit-ready when it matters.
Connect with us on LinkedIn or join the mailing list. We'll schedule a 30-minute discovery call to see if it's a fit.
Know your AI compliance risk tier and obligations in under 2 minutes. No account required.
Technical analysis only — not legal advice. Consult qualified legal counsel for compliance guidance.