Long horizon agents with human‑in‑the‑loop
We believe the future of enterprise AI is in open, auditable frameworks—not black-box APIs. Our research delivers multi-agent systems that solve real-world, long-running business processes by capturing the unwritten decision-making logic of your employees.
Enterprise‑sovereign systems
Open, auditable frameworks that give you control over your AI infrastructure—no black-box dependencies.
Behavioral data capture
Systems that learn from your experts' unwritten decision-making logic, not just their outputs.
Provable reliability
Rigorous validation against failure taxonomies to solve the perfection fallacy and deliver dependable results.
Building your competitive moat
We design sandboxed RL environments and asynchronous human handoffs to capture the behavioral data that makes your organization unique. Our approach moves beyond the perfection fallacy to deliver bespoke, provably reliable systems that work for your specific business processes.