Regulatory Reporting
The regulation, made executable.
A regulatory knowledge-graph platform for US property & casualty statistical reporting. Regulation PDFs become a knowledge graph; the knowledge graph becomes executable filing schemas; your data is validated against them with a compliance sign-off at the end. Texas and Florida filings are already built.
Statistical reporting runs on tribal knowledge and re-reading PDFs.
From PDF to validated filing
Regulation → Knowledge Graph
Regulation PDFs are parsed into a queryable knowledge graph — requirements, definitions and relationships, not just text.
The regulation stops being a document your team re-reads every filing season.
Executable Filing Schemas
The knowledge graph compiles into executable schemas that validate your statistical data against the actual filing requirements.
Texas and Florida statistical filings are already built and runnable today.
Carrier Data Validation
Load your statistical data and see exactly which records pass, which fail, and why — traced back to the regulatory requirement.
Every validation failure cites the rule it violates.
Compliance Sign-Off
A structured review and sign-off workflow, so the compliance officer approves what goes out — with the evidence attached.
The filing carries its own audit trail.
Runs on Your Engine
Multi-engine by design: Snowflake, DuckDB or Databricks — the same schemas run wherever your data already lives.
The DuckDB engine runs a full pilot with no client infrastructure at all.
Engineering You Can Inspect
Tagged releases, Docker packaging, CI/CD and end-to-end tests — a platform, not a science project.
v1.1 multi-engine is the current tagged release.
A pilot that needs nothing from your infrastructure
The DuckDB engine runs the full validation pipeline standalone — no Snowflake account, no cloud project, no procurement cycle. Bring a sample of statistical data and a target filing (Texas or Florida are ready today), have a compliance officer run the sign-off, and see the platform against your real reporting within days, not quarters.
Related work in insurance
Our other insurance build: an AI-assisted sales platform for a multi-carrier aggregator, in production across 30+ locations.
See your filing validate itself
If your carrier files Texas or Florida statistical reports, the fastest way to evaluate our regulatory reporting platform is to run one.