Trust Calibration
Real-time detection of automation bias and algorithm aversion. Know when humans overtrust or undertrust your AI systems.
The compliance layer for human-AI collaboration. Detect automation bias, generate regulatory reports, and stay audit-ready — before regulators find the problems you didn't know existed.
When humans work with AI, they make predictable mistakes. Neither pattern is visible without the right instrumentation.
Blindly following AI recommendations — even when they're wrong. This leads to undetected errors, regulatory violations, and in high-stakes domains, real harm.
Ignoring correct AI recommendations — even when they're right. This leads to inefficiency, missed opportunities, and wasted AI investment.
| AI Correct | AI Incorrect | |
|---|---|---|
| User Follows AI | Well-calibrated | Automation Bias |
| User Overrides AI | Algorithm Aversion | Well-calibrated |
EU AI Act Article 14 requires the ability to detect these patterns. ATHENA provides that capability.
ATHENA sits between your AI systems and your compliance requirements. One integration. Five regulations. Continuous monitoring.
Real-time detection of automation bias and algorithm aversion. Know when humans overtrust or undertrust your AI systems.
Identify disparities across demographic subgroups in real-time. Critical and warning alerts before regulators find issues.
Complete decision logging with tamper-evident records. Every AI recommendation, human decision, and outcome tracked.
One-click exports for EU AI Act, Texas TRAIGA, Colorado, FDA, and California SB-53. Audit-ready in seconds, not weeks.
Webhooks for critical trust events. Get notified immediately when bias is detected or trust patterns shift.
Visual analytics built for compliance teams, not data scientists. See trust scores, bias alerts, and trends at a glance.
ATHENA maps directly to regulatory requirements — not the other way around.
| Regulation | Deadline | Requirement | ATHENA Feature |
|---|---|---|---|
EUEU AI Act Article 14 | Aug 2026 | Detect automation bias | Trust Calibration Engine |
TXTexas TRAIGA | Active | Semi-annual audits | Audit Trail + Exports |
COColorado AI Act | Jul 2026 | Impact assessments | Trend Analysis |
FDAFDA AI/ML | Active | Continuous monitoring | Real-time Dashboard |
CACalifornia SB-53 | Active | Governance documentation | Compliance Reports |
EU AI Act Non-Compliance Penalty: €35 million or 7% of global revenue — whichever is higher
Pilot includes:
Everything in Pilot, plus:
Everything in Growth, plus:
The EU AI Act deadline is 8 months away. Companies that start now will be compliant. Companies that wait will pay the fines.