AI-Powered Infrastructure for Reinsurance

We build transparent, audit-ready AI systems that compress placement cycles, enhance pricing precision, and align capital with risk—end to end.

Treaty Structuring Pricing & Underwriting Capital Optimization Market Transparency

Our Mission

Make reinsurance faster, fairer, and more resilient by pairing state-of-the-art AI with verifiable governance.

Transparency by Design

Clause-grounded explanations, audit trails, and model cards for every major decision.

Safety & Compliance

Controls aligned to Solvency II, RBC, IFRS 17, with fairness and bias checks built-in.

Real-World Impact

Compress weeks of work into minutes while improving portfolio risk and capital efficiency.

Our Story

2024
Founded to modernize treaty structuring with AI + RL

Started with ClauseLens™ for clause-grounded explanations and MarketLens™ benchmarking.

2025
Expanded to capital & market transparency

Launched agents for pricing, retro optimization, and governance overlays across the placement lifecycle.

Our Approach

Practical AI with verifiability. We combine LLM comprehension, retrieval, and reinforcement learning—wrapped in controls that make decisions explainable and auditable.

Evidence Grounding

Every recommendation links back to treaty clauses, cedent data, and prior claims.

Policy Optimization

RL agents search price/structure policies while honoring capacity, appetite, and constraints.

Governance

Fairness metrics, red-teaming, and approvals built into the workflow—not bolted on.

Team

Founder headshot
Stella Dong
Co-founder & CTO

AI/ML engineering, LLMs + RL. Built ClauseLens™ and optimization agents for treaty decisions.

LinkedIn →
Founder headshot
James Finlay
Co-founder & CEO

Reinsurance leadership across underwriting and capital markets. Customer partnerships and GTM.

LinkedIn →
Core team headshot
You?
Founding Engineer / Product

Help us build transparent, high-impact AI for global risk.

Careers →

Impact

Indicative results from pilots and internal benchmarks.

10×
Faster structuring
+3–7%
Expected portfolio ROI
95%
Clause-grounded traceability
↓40%
Manual review time

Compliance & Governance

Standards

  • Solvency II, NAIC RBC alignment
  • IFRS 17 reporting views
  • SOC 2 readiness & data residency options

Controls

  • Model cards & bias checks
  • Human-in-the-loop approvals
  • Full audit trail on key decisions

Join Us

We’re hiring founders-minded engineers, researchers, and product leaders who care about transparent AI in critical markets.

Let’s Talk

Interested in pilots, partnerships, or research? We’d love to connect.

Contact Us →

FAQ

How do you handle data security?
Private deployments, least-privilege access, encryption at rest/in transit, and optional VPC peering. SOC 2 readiness.
Where do you integrate?
Data rooms, pricing sheets, broker portals, and common document stores via API and secure connectors.
What’s the typical pilot timeline?
Scoped MVP in weeks, production hardening thereafter with governance sign-off and user training.