Banks & payment providers
Define a permitted workflow, an action boundary and the evidence required by your risk and engineering teams.
Proposed collaboration: a scoped design-partner pilotCollaboration
Build with the people
who carry the risk.
Legis Labs welcomes collaboration with financial institutions, insurers, regulators, researchers and technology providers around practical, testable agent-authority problems.
Insurers & brokers
Explore what authority records, control tests and incident evidence could support an underwriting decision.
Proposed collaboration: an evidence workshopRegulators & public bodies
Examine transparent control methods and failure cases using synthetic or appropriately governed data.
Proposed collaboration: technical dialogue and eligible testing programmesAcademics & standards groups
Investigate delegation, policy enforcement, evaluation methods and interoperability across implementations.
Proposed collaboration: reproducible research and reviewThese are invitations to collaborate. No regulatory endorsement, institutional partnership or insurance acceptance is implied.
Our community initiative
C Combinator
A place for thoughtful discussion and practical work across finance, law, healthcare and AI. The initiative brings people together through gatherings in Cambridge and London.
Explore current events, participation and community opportunities on the C Combinator website.
Visit C Combinator ↗Open questions.Shared learning.Practical work.
Proposed working programme
Give each conversation
a useful output.
A mandate and evidence working group
Compare what different institutions need to know before an agent can act.
A control-testing workshop
Use synthetic cases to explore escalation, revocation and failed assumptions.
A published methods note
Document the method, findings and limitations with contributors’ permission.
Work with Legis Labs
Bring a question worth testing.
Tell us your role, the workflow and the decision you want better evidence to support.