Tesora GTM brain

category

market profile

• text: Actuarial teams work across data ingestion, rate filings, reserve reviews and rater deployment, where traceability and professional judgment matter.
• text: Tesora targets P&C carriers, reinsurers and MGAs, including specialty lines.

personas

• title: Chief actuary
  pains:

  • Must sign off on defensible reserve and pricing work while experienced actuaries spend time on data assembly
  • Cannot accept figures with no source or audit trail
• title: Head of P&C pricing
  pains:

  • Excel raters and SERFF filings slow competitive analysis and rate deployment
  • Version control and reconciliation create opportunities for costly errors
• title: Insurance IT and risk leader
  pains:

  • Must protect sensitive policy and claims data and assess vendor controls
  • Needs integration with existing data platforms and auditable changes

icp

• text: P&C insurance carriers and reinsurers with pricing or reserving teams handling loss runs, filings and Excel models.
• text: MGAs and specialty or non-admitted carriers needing actuarial capabilities without building a large operations team.
• text: Actuarial consultancies managing multiple client engagements are another named segment.

message pillars

• text: Return time to professional actuarial judgment.
• text: Make figures traceable and checked before use.
• text: Keep sensitive data isolated and out of model training.
• text: Integrate with established workflows.

objections

• objection: AI can hallucinate a number that reaches a filing.
  response: Inspect source citations and audit checks on a real historical workflow, with an actuary retaining final review.
• objection: Our policy and loss data cannot enter a shared training set.
  response: Review the single-tenant architecture, no-training terms and SOC 2 evidence with security and legal.
• objection: We cannot discard existing Excel raters.
  response: The site describes importing and testing existing Excel logic; validate equivalence with the team's own cases.

competitors

• name: Akur8
  why: Insurance pricing and actuarial modeling software competes for pricing workflows.
• name: hyperexponential
  why: Insurance pricing software integrates data and supports underwriting decisions.
• name: Milliman
  why: Actuarial software and services compete for actuarial workflows.

influencers

• name: Vivek Rao
  url: https://www.linkedin.com/in/vivek-raop
  why: Tesora founder and CEO discusses AI infrastructure for actuaries.

keywords

• AI actuarial workbench
• P&C insurance pricing software
• actuarial reserving automation
• Excel insurance rater deployment
• SERFF competitive rate analysis
• actuarial AI audit trail

voice

• Actuarial and technically specific
• Assurance focused and pragmatic

signals

• text: A carrier is hiring pricing actuaries or modernizing its rate filing process.
• text: An MGA relies on spreadsheets for specialty pricing and needs to deploy raters faster.
• text: A reserving team is struggling with quarterly data reconciliation and close.

stack

• Excel
• SharePoint
• Databricks
• Snowflake

hiring

• Forward Deployed Actuarial Engineer

pricing

motion

channels

• LinkedIn
• SEO
• actuarial events
• YC directory

confidence

Founders

• name: Vivek Rao
  title: Founder/CEO
  role: CEO
  bio: Co-founder and CEO of Tesora McKinsey, Sycamore Partners (~$14B AUM), UChicago / Booth Alum
• name: Federico Reyes Gomez
  title: Founder/CTO
  role: CTO
  bio: Federico Reyes Gómez, Co-founder & CTO | Stanford BS/MS in CS & Philosophy | Google Document AI alum who turned down Stripe to join his professor’s Sequoia-backed startup Kumo, deploying graph neural networks on relational data. AI researcher and forward-deployed engineer, side-project junkie, and indie music producer (PICO).