
A scalable human verification layer for the AI economy. When your AI agents encounter edge cases or low-confidence decisions, our human reviewers step in — per transaction, on demand.
Tell us about your AI verification needs and we will design a HITL solution.
A scalable, API-first human verification layer for your AI-powered products.

As AI-native companies scale, they need a reliable way to handle edge cases and low-confidence decisions. Our Human-in-the-Loop Verification service provides on-demand human review with per-transaction pricing, domain-specific experts, and a feedback loop that makes your AI smarter over time. Need full AI team delivery? Explore our AI Orchestration Pods.
WHAT MAKES US DIFFERENT
Our review pods are staffed with domain-specific experts matched to your industry, ensuring high-quality decisions on even the most nuanced edge cases.
No fixed headcount costs. You only pay when human review is needed, making it the most cost-effective way to handle AI edge cases at scale.

Every human correction becomes structured training data for your AI models, creating a virtuous cycle that reduces review volume over time.
Guaranteed response times, uptime commitments, and dedicated review capacity ensure your AI products maintain reliability at scale.

Connect your AI systems to our HITL API. Configure confidence thresholds and routing rules that determine when human review is triggered.
When your AI agent produces a low-confidence output, it's automatically routed to our human review pod. Expert reviewers resolve the edge case and approve the action.
Every human correction feeds back into your AI model's training data. Over time, your system handles more cases autonomously while our team covers the long tail.