




We create vector databases for every filing. This creates an exacting memory system, ensuring AI only references data from the specific documents you selected
By normalizing the filings before analysis, we force the agents to cite their sources. The model doesn't guess; it retrieves exact values from the specific files with the database
We don't just read the file once. We build structured relationships with filings, allowing you (and the agents) to query the data and documents accurately and quickly

Instantly search millions of regulatory filing by company, state, or product line. Locate the exact rate version you need in seconds

We automatically extract and normalize unstructured data which is machine readable and downloadable for actuarial analysis

Ai builds raters to download as spreadsheet or deploy as a scalable API. Start generate quotes or competiitive analysis within hours




Agents scan each filing bundle to find the right rate exhibits. They prioritise what actually matters for pricing, not paperwork. Everything else is set aside automatically
The system goes far beyond simple scraping. AI identifies “If/Then” rules, territories, and premium caps. These are converted automatically into structured pricing logic
A secondary auditor agent checks every extraction in full. Each rule is cross-referenced against the original source text. This guarantees accuracy and prevents hidden errors


Download a fully functional Excel rater. Not just flat data; we generate the formulas, lookups, and logic for you
Format: .XLSX (Standard) or Google Sheets

Serve quotes immediately via a robust, tested, and scalable API. Use as a comparative rater or distribute directly
Instant API: Deploy a versioned rating endpoint in one click




See exactly how every rule, rate and factor evolved across different filings. Audit, review and analyze
Turn dense filing language into easy to read markdown text. Information is prominent and findable
Filings are updated every 24 hrs and search results are returned enriched within seconds
Search users, financials, data tables, internal filing references, ISO filings, me-too filings and much more
We vector embed all filing information and enrichment, so that you can directly query with AI
Access all produt filing rating and rules engines via API. Available inmmediately and at scale




Swallow has enabled us to get to market in a fraction of the time it would’ve taken us and saved thousands in development costs

Swallow’s platform allowed us to enter the UK market rapidly while keeping our pricing model flexible and adaptable to different tax and regulatory environments

