CYRKIL Labs
The research behind the platform
Fused Risk calibration, regulatory-pipeline tooling and governed-AI research — the applied work that feeds the product, not a separate research-only division.
Areas of focus
Risk-scoring calibration
Independent calibration and drift-monitoring work behind Fused Risk, ahead of any public benchmarking claim.
See Fused Risk
Regulatory pipeline tooling
The extraction and normalization tooling that feeds the human-reviewed Regulatory Truth Pipeline.
See the pipeline
Governed-AI research
Disclosure, refusal and human-handoff research applied directly to LISA.
See LISA
No published papers yet
CYRKIL Labs’ work currently feeds the product directly rather than a public publication program. This page will link to published research once it exists.
