LinkedIn · Jul 2026
Company post emphasizing underwriting-specific agents that pre-complete casework, surface missing information, and scale expert judgment rather than replacing it.
Agentic AI OS for Financial Services and Insurance
Public company, workplace, funding, and market signals
Updated Jul 30, 2026
Layerup is a San Francisco-based, YC S22 startup building an agentic AI operating system for insurance and financial services. It deploys autonomous agents inside existing enterprise systems to automate claims, underwriting, lending, collections, payments, fraud, compliance, and related operational workflows. Public sources conflict on exact headcount and funding labels, but they consistently place the company at seed stage with a very small team and a services-plus-software go-to-market motion.
Primary product
Agentic AI operating system for insurance and financial services operations
Founded
2021
Headquarters
San Francisco, California, United States
Team size
1-10
Industry
Technology, Information and Internet
Sub-industry
Agentic AI / insurance and financial services workflow automation
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Offices
Business model
Stage
Seed
Total raised
$500K
Latest round
Seed / Convertible Note · Aug 2022
Latest amount
$500K
Aug 2022 · Y Combinator
Leadership
Founder and CEO
Chief Technology Officer
Founding Operations
The public signal suggests a founder-led, execution-heavy team of serial entrepreneurs, engineers, and technologists focused on production AI for regulated industries and willing to ship with enterprise governance constraints.
Compensation
The only public comp signal found is a Forward Deployed Engineer role at $100K-$200K base salary plus 0.25%-2.50% equity; the posting says new grads are eligible. No broader public benefits package was found.
Pricing
Fixed-fee, milestone-based delivery for deployment services, then subscription + usage pricing with KPI guardrails for rollout and ongoing operation.
Differentiators
Technology
Customers
Competitors
Estimated revenue
approximately $330K-$1.4M ARR
Estimated monthly visits
11.2K
LinkedIn · Jul 2026
Company post emphasizing underwriting-specific agents that pre-complete casework, surface missing information, and scale expert judgment rather than replacing it.
Layerup blog · Jun 2026
Argues Layerup agents improve through evaluation-gated tuning and feedback from real enterprise outcomes; cites a claims example with improved straight-through rates.
Layerup blog · May 2026
Describes a claims-specific AI use case focused on estimate QA, leakage reduction, and faster human review.
Layerup blog · Jan 2026
Explains how Layerup deploys agents alongside existing carrier cores with write-back contracts, audit trails, and model-risk validation.
PRWeb · Aug 2024
Launch announcement for Layerup’s enterprise compliance platform, emphasizing AI-powered contract review, regulatory updates, automated compliance checks, and enterprise integrations.