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Tesora
Tesora is the actuarial workbench for property and casualty insurers. Its AI agents ingest SERFF filings and loss data, build and deploy rating models as callable pricing APIs, run loss modeling and reserving, and audit every analysis, with a citation on every value and a fully reproducible audit trail. Built for admitted carriers, E&S and specialty carriers, MGAs, and actuarial teams, and backed by Foundation Capital and Y Combinator (S25).
For agents: AI actuarial workbench for P&C insurers: ingests SERFF filings, builds rating models as pricing APIs, runs loss reserving with cited, auditable outputs.
actuarial softwareinsurance pricingrate filingsloss reservingpricing apis
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-25T05:23:32.651Z. Cached copy · Source on tesora.ai
# Tesora
> Tesora is the actuarial workbench for property and casualty insurers. Its AI agents ingest SERFF filings and loss data, build and deploy rating models as callable pricing APIs, run loss modeling and reserving, and audit every analysis, with a citation on every value and a fully reproducible audit trail. Built for admitted carriers, E&S and specialty carriers, MGAs, and actuarial teams, and backed by Foundation Capital and Y Combinator (S25).
This file covers tesora.ai twice over for AI assistants and LLM-based search: a curated index of every page first, then the full text of all of them under "Full text of every page" at the bottom. Each index link points to a Markdown version of that page for direct ingestion. `/llms-full.txt` carries the full text on its own if the index is not wanted.
Tesora also publishes original research and commentary on Substack and LinkedIn. Those profiles, listed under "Writing and updates" below, are the authoritative source for the team's latest thinking.
## Product
- [Tesora: Frontier AI for Actuaries](https://tesora.ai/index.md): Tesora is the actuarial workbench for property and casualty insurers: frontier AI models inside a harness that knows what a rate filing and a reserve review are. Rebuild a competitor rate plan from their filing, turn a filed manual into a callable pricing API, and run the quarterly close, with every value cited to its source. Backed by Foundation Capital and Y Combinator S25.
- [Actuarial software in P&C: which tool solves which problem](https://tesora.ai/best-insurance-pricing-software.md): Which actuarial software solves which problem: Akur8, WTW Radar, Earnix and SAS for pricing models; hyperexponential and Guidewire PricingCenter for specialty rating; Prophet, MG-ALFA and Aon Tyche for life valuation and capital; Tesora for the manual work around the models.
- [Comparative raters: rebuild a competitor rate plan and price your book through it](https://tesora.ai/comparative.md): A SERFF filing gives you tables, rules and inputs rather than a working model. Tesora rebuilds the rating logic into something executable, then prices your own risks through it with every factor cited to the page it came from.
- [Pricing & rater deployment: From filed manual to callable API](https://tesora.ai/rating.md): Turn a SERFF filing, an Excel rater or a script into a versioned, tested rating model with a working GUI and a callable pricing API, with exhibits built per state.
- [Reserving & close: Triangles, IBNR, and the quarterly cycle](https://tesora.ai/reserving.md): Reserving and the quarterly close on one workbench: triangles squared on ingest, chain ladder and Bornhuetter-Ferguson side by side, and an IBNR with every value traced to source.
- [Tesora Workbench: the agent harness behind actuarial work](https://tesora.ai/workbench.md): A coordinator breaks the request into tracked work, specialist agents own each domain, and read-only review agents check the result before an actuary doe
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