Turning insurance filings into deployable rating engines

Search filings instantly then use AI to understand and deploy insurance products

Greater speed and confidence when building insurance products

Designed for teams that deal with complex insurance filings

Find filings with ease

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

We normalize them all

We automatically extract and normalize unstructured data from PDFs and more into standardized machine readable rating logic

Deploy in record time

Deploy instantly. Download a fully functional excel rater or push the logic directly to the Swallow API for immediate use

Find the answers immediately

Whether you have a specific NAIC code, a vague question, or just a messy PDF, Swallow finds the filing for you and helps you convert it to a pricing model

Total Filing Recall

From rate manuals to actuarial memos. Swallow automatically retrieves every insurance filing attachment and pre-structures the data for instant analysis

Find filings with ease

We spin up a private RAG database for every filing. This creates a closed-loop memory system, ensuring the AI only references data from the specific documents you selected

Zero Hallucination

By indexing the filing before analysis, we force the agents to cite their sources. The model doesn't guess; it retrieves exact values from the specific pages in the database

Persistent Knowledge

We don't just read the file once. We build a structured memory of the filing, allowing you (and the agents) to query the data repeatedly without re-processing the documents

An AI Actuary in the Loop

Our multi-workflow system reads, reasons, and validates every aspect of your insurance product

Deployable rater within a day

For comparative rating analysis or production-ready pricing to consumers and brokers

Excel Rater file

Download a fully functional Excel rater. Not just flat data—we generate the formulas, lookups, and logic for you

  • Working Formulas: VLOOKUP and logic pre-written
  • Audit Ready: Perfect for validation against the filed manual
  • Format: .XLSX (Standard) or Google Sheets
Swallow Rater file

Skip the spreadsheet entirely. Push the normalized logic directly to a Swallow Project for immediate digital distribution

  • Instant API: Deploy a versioned rating endpoint in one click
  • Version Control: Track changes and get data on all live models
  • Build and manage: Easily update and build pricing models

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