Confora Insight
Test, monitor, and govern your AI: from traditional ML to GenAI.
Confora Insight is our platform for automated AI quality testing, continuous monitoring, and compliance. It evaluates AI systems across seven dimensions, monitors them over time, and produces audit-ready reports, all aligned with the EU AI Act and international standards. Works with classification models, regression models, and LLM-based GenAI systems.
What You Can Do
Test your AI for fairness
Detect bias before it reaches your customers. Test across protected attributes like age, gender, and ethnicity - for both traditional ML and GenAI systems.
Test your AI for robustness
Find out how your model behaves when real-world inputs aren't perfect. Simulate noise, distortion, and adversarial changes to uncover failures before they happen in production.
Explain your AI
Make black-box systems auditable. Get clear, documented explanations of what drives your model's decisions — ready for regulators and internal stakeholders.
Test for cybersecurity
Measure how vulnerable your GenAI system is to prompt injection and adversarial attacks. Know exactly where you're exposed - and prove it to auditors.
Measure performance
Track how your model actually performs across the metrics that matter - for classification, regression, and LLM systems. See exactly where it falls short.
Assess data quality
Evaluate whether your training and test data is complete, consistent, and representative. Aligned with ISO/IEC 5259, so your data governance holds up to scrutiny.
Continuous Monitoring
Testing isn't something you do once before launch. AI systems drift. Data changes. Models degrade. Confora Insight monitors your AI continuously and alerts you when things move in the wrong direction.
Drift detection
Track metric changes over time. See when fairness scores shift, robustness degrades, or performance drops.
Threshold alerts
Set pass/fail boundaries for any metric. Get notified when a threshold is breached.
Audit trail
Every test run, every metric change, every alert is logged and traceable.
How It Works
1
Create a project
2
Upload data
3
Run assessments
4
Monitor continuously
5
Generate reports
Reports
Live
Summary Report
Within seconds, you receive a complete, audit-ready PDF: from cover page and executive summary to per-dimension test results and a full classification trace.
Every report is sealed with a tamper-proof signature, so you can prove at any time that nothing has been changed
Full Report
Everything in the Summary Report,
plus editable narrative sections drafted by AI.
Review, refine, or replace each section. Add your client's logo for a polished, white-label deliverable.
Governance Trail
A traceable record of every decision your team made: threshold changes, test runs, and edits.
Regulators and external auditors get exactly what they need.
Deployment
Cloud (SaaS)
Hosted on Hetzner Cloud. Multi-tenant with company-level data isolation. Quick start, no infrastructure overhead.
On-Premises
Full Docker Compose stack on any VM. Your data never leaves your infrastructure. All features, no cloud dependency.
GenAI Testing
Most AI testing platforms were designed for tabular data and scikit-learn models. Confora Insight includes a dedicated pipeline for GenAI and LLM-based systems. Because the risks are different, and the testing needs to be too.
Batch processing at scale
Process thousands of documents per batch. Built-in uncertainty estimation gives you confidence scores, not just results.
Four response formats
Binary decisions, scores 0–100, categorical outputs, and free text.
Counterfactual fairness
Test whether changing protected attributes in your documents changes the outcome. If it does, you'll know.
Adversarial robustness
See how your model holds up when inputs are noisy, distorted, or deliberately manipulated.
Prompt injection testing
Dedicated security testing for LLM attack vectors.
Compliance & Standards
EU AI Act
Guided role determination, Annex III high-risk classification, article-specific testing guidance. Classification reasoning stored and traceable in reports.
South Korea AI Basic Act
Trust and responsibility framework with risk-based assessment guidance. Effective January 2026.