Companies

Adaptional

adaptional.com

Adaptional builds agentic AI that continuously reviews insurance claims for compliance, leakage, reserves, and operational issues.

HQSan Francisco, California, United States
2 active roles
Jobs checked 3h ago
FintechAI ApplicationB2B SaaS

About

Adaptional builds agentic AI for P&C insurance claims, with continuous review that ingests claims data and documents and audits every claim against customer-defined scorecards. It sells to insurers and claims departments, differentiating through rapid deployment without an integration project and a combination of claims expertise with frontier AI.

Market

Adaptional competes in insurtech and insurance claims-management software, focusing on AI-powered claims review for P&C carriers. Its positioning is an intelligence layer that connects to existing claims systems, audits files continuously using configurable scorecards, and recommends next actions, differentiating it from broader claims platforms and more specialized fraud, appraisal, or triage tools.

Target Customers

Major and large P&C insurance carriers and their claims departments, particularly enterprise claims operations. Likely buyers and users include claims leaders, claims quality/compliance teams, and adjusters seeking continuous file review and recommended next actions.

At a Glance

Problem

Adaptional addresses the under-optimized claims operation in property and casualty insurance. Claims account for roughly 75% of every dollar in the $1 trillion insurance industry, yet adjusters still manage hundreds of files manually. Traditional quality assurance reviews only a small sample—about 3–5 files per adjuster per month, or less than 5% of claims—so high-risk files, compliance gaps, reserve errors, overpayments, and leakage often remain hidden until it is too late. The primary use case is continuous review of every open claim so carriers can identify and correct costly issues before they compound.

Product / Service

Adaptional provides agentic AI claims-review software that connects to a carrier’s existing claims system, including Guidewire, Duck Creek, or other systems, and ingests claim files, notes, and documents. Insurers define a scorecard covering areas such as compliance, coverage, reserves, leakage, service quality, and subrogation; Adaptional then evaluates every claim continuously and surfaces issues in real time. Alerts can be sent to managers while files remain open, enabling corrective action rather than retrospective QA. The company positions the product as deployable in days without a major integration project, with benefits including broader audit coverage, faster handling, reduced leakage, and improved claims outcomes.

Market

Adaptional competes in the emerging category of AI-powered insurance claims review and broader enterprise insurance software, with an initial focus on P&C carriers. The research does not identify named direct competitors, so a reliable competitor comparison is not available. Its positioning is broader than point-in-time QA: the company describes a future intelligence layer that manages claims files and escalates actions to human adjusters.

The company was founded in 2024, joined Y Combinator’s Summer 2025 batch, and is listed as active. It reports that its AI claims-review agents are already deployed at some major P&C carriers, while its website displays logos including Aon, NFP, McGowan, Newfront, Totalis, and Blue Sky Risk. This indicates meaningful early commercial traction rather than an entirely pre-launch product, although the available materials do not disclose revenue, customer counts, contract values, or whether the deployments are paid.

Founders & Leadership

Suril KantariaFounder
Co-Founder & CEO
Kevin CoxFounder
Co-Founder & CTO

Funding History

2025-04
Pre-Seed (Tracxn labels it Seed)$50K

BrokerTech Ventures

2025-06
Seed$10M

Y Combinator

Recent News

2025-09-22
Adaptional: AI-powered insurance claims review

Y Combinator profiled Adaptional as a Summer 2025 company building agentic AI for insurance claims. The profile says its AI claims-review agents were already deployed at some major property-and-casualty carriers and describes a future intelligence layer for claims departments.

Active Roles

2
San Francisco, CA, US/Engineering/34d ago
San Francisco, CA, US/Sales/34d ago

Business Model

Adaptional sells access to proprietary AI software for insurance companies on a software-as-a-service basis. Its terms indicate that fees are invoiced, generally payable within 30 days, although public materials do not disclose specific pricing tiers.

Products

AI-powered claims review agentsClaims intelligence platform for continuous claims-file auditingAI-powered quality review and next-action recommendationsCustom AI for insurance claims and underwriting

Tech Stack

Agentic AIFrontier AICustom AI for claims and underwritingDocument, data, and claims-file extraction and analysisDirect claims-system integrations

Competitors

Shift Technology
CLARA Analytics
Sprout.ai
Guidewire ClaimCenter
Tractable