The Insurer TV · Dec 2025
The Insurer highlighted Adaptional's new autopilot-for-underwriters positioning and Suril Kantaria's view that MGAs are among the fastest adopters of frontier AI.
Company research
Public company, workplace, funding, and market signals
Updated Jul 29, 2026
Overview
Adaptional is an insurance technology company based in San Francisco that builds AI software for continuous claims review and, more broadly, insurance workflow automation. Its public materials emphasize auditing 100% of claims in real time, surfacing compliance/leakage/reserve issues, and integrating with existing claims systems rather than replacing them.
Primary product
AI-powered continuous claims review platform for P&C insurance
Founded
2024
Headquarters
San Francisco, California, United States
Team size
1-10
Work style
Onsite
Industry
Insurance technology
Sub-industry
AI-powered claims review and underwriting automation
Offices
San Francisco, California, United States
Presidio, San Francisco, California
Business model
B2B SaaS
enterprise software
Funding
Stage
seed
Total raised
$50K
Latest round
Seed · Apr 2025
Latest amount
$50K
Apr 2025 · BrokerTech Ventures
People & investors
Investors
Work & culture
Early-stage, high-ownership culture that values AI-native builders, full-stack problem solving, direct customer contact, and in-person collaboration.
Work style
Onsite
Visa sponsorship
Limited
Compensation
Public job postings show Founding Engineer compensation of $180K-$280K plus 1.00%-2.00% equity and Founding GTM Lead compensation of $140K-$185K plus 0.35%-0.75% equity. The company also signals highly competitive cash and equity overall.
Product & market
Pricing
SaaS (public terms describe the services as software-as-a-service)
Differentiators
- —Audits 100% of claims instead of sampling a small fraction
- —Real-time issue surfacing on open files
- —Integrates with existing systems like Guidewire and Duck Creek
- —Uses custom audit scorecards for compliance, coverage, leakage, service quality, subrogation, and reserves
- —Combines deep claims expertise with frontier AI
- —Positions the product as workflow automation rather than a demo-only extraction tool
Technology
AI/LLM-based document processing
continuous claims auditing
custom audit scorecards
Guidewire integrations
Duck Creek integrations
LossBench benchmark
chunking and deduplication preprocessing
Customers
P&C insurance carriers
top-10 insurance companies
large insurance carriers
specialty MGAs
Competitors
Guidewire
Duck Creek
Accenture (BPO / outsourcing)
Cytora
Shift Technology
Sedgwick
Scale & contact
Latest news
Adaptional on LinkedIn · Nov 2025
Adaptional announced a technical blog written by its engineering team and introduced a post on making LLMs reliable for insurance data extraction.
Y Combinator on LinkedIn · Sep 2025
YC announced Adaptional as a system-of-intelligence for insurance, describing its first product as Underwriter AI and noting deployments in a large insurer and specialty MGAs.
Reuters via TradingView · Jun 2025
A Reuters/The Insurer interview quoted Suril Kantaria on AI reasoning models and insurance underwriting; the headline references a seed round and market conviction around Adaptional's strategy.
PR Newswire / BrokerTech Ventures · Apr 2025
BrokerTech Ventures selected Adaptional for its 2025 accelerator cohort and said participating startups receive $50,000 in seed funding and access to its distribution network.
Jobs and careers at Adaptional
0 jobs at Adaptional
No open positions
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