Turn insurance filings into rating engines

Search filings instantly, then use AI to analyse and deploy insurance products

100M+

Clean, structured, and searchable files

24 Hrs

Real-time regulatory filing updates

>2005

Decades of digitized filings

Total Filing Recall

Swallow automatically extracts every insurance element and attachment for instant analysis and deploying insurance raters via an API

Find filings with ease

We create vector databases for every filing. This creates an exacting memory system, ensuring AI only references data from the specific documents you selected

Zero Hallucination

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

Persistent Knowledge

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

Swallow works with your favourite AI Clients

Swallow connects with Chat GPT logo CHAT GPT , Claude logo CLAUDE & Cursor logo CURSOR via MCP server.
Search and query filings quickly and easily for free

Connect in minutes for free: Chat GPT logo CHAT GPT Claude logo CLAUDE

Upload Excel to Swallow
Claude AI Logo
Cursor AI logo
ChatGPT logo

Greater speed and confidence understanding insurance filings

Designed for teams that build, maintain and analyze complex insurance raters

An AI Actuary in the Loop

Our multi-workflow system reads, reasons, validates and builds your insurance products

Finding the signal

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

Extracting the logic

The system goes far beyond simple scraping. AI identifies “If/Then” rules, territories, and premium caps. These are converted automatically into structured pricing logic

Validating the output

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

Access all Insurance raters

For comparative offline rating analysis or online production-ready pricing

Spreadsheet Rater file (offline)

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

Deploy as API Rater

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

All these features and more

We enable insurance teams to improve effciency, speed and accuracy

Filing lineage tracking

See exactly how every rule, rate and factor evolved across different filings. Audit, review and analyze

Post-processed filings

Turn dense filing language into easy to read markdown text. Information is prominent and findable

Real-time and blazing fast

Filings are updated every 24 hrs and search results are returned enriched within seconds

Enriched searching options

Search users, financials, data tables, internal filing references, ISO filings, me-too filings and much more

Query with AI

We vector embed all filing information and enrichment, so that you can directly query with AI

Live Rating Engines

Access all produt filing rating and rules engines via API. Available inmmediately and at scale

What our customers are saying

Open Insurance LogoOuch Insurance logoISC insurance logoRivr Insurance logo
MGT Insurance Logo
Open Insurance LogoOuch Insurance logoISC insurance logoRivr Insurance logo
MGT Insurance Logo
Rivr Insurance Logo

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

Will Clarkson Webb, Rivr
Will Clarkson Webb
Founder & CEO, Rivr
Open Insurance Logo

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

Rishin Patel, Open
Rishin Patel
Chief Product Officer, Open