
INDUSTRY PAGE
Insurance
Hercules' AI Workers handle the heavy lifting in underwriting, policy servicing, and claims, ingesting and validating large, messy submissions so your teams don’t have to.
Why Insurers Need AI Workers Now
Insurance P&L leaders face pressure to grow revenue while keeping combined ratios low. Yet 51% of global insurers say legacy systems constrain customer satisfaction (Capgemini), and 40% of an insurer’s expenses sit in just 20-30 core processes (McKinsey) - much of it tied up in manual data handling. Underwriters still spend at least 0.5–3 hours per file cleaning bordereaux, SOVs, and attachments, with 100 % of files needing manual intervention.
The Hercules AI platform replaces this drag with domain-specific AI Workers that ingest, validate, and transform high-volume submissions, bordereaux, claims and census files at enterprise scale, cutting manual effort by up to 50 % and doubling submission throughput on the same headcount. P&L leaders gain measurable margin improvement: lower cost-to-serve, accelerated premium recognition, and the ability to process more risk without adding staff.
HerculesAI enables accuracy, speed, and compliance at scale
The HerculesAI platform automatically extracts, transforms, and verifies data from PDFs, bordereaux files, policy documents, and other unstructured sources to eliminate the need for manual re-keying and calculations. By leveraging historical data and industry guidelines, it ensures accuracy and regulatory compliance, significantly reducing risk exposure.
Our platform accelerates time-to-market, cuts operational costs, and allows workers to focus on higher value tasks.

Key features
Local, secure, and cost-effective AI
Our system ingests and extracts from any document such as CSVs, PDFs, scanned files, and more
Adaptive and continuous learning
Extracts and generates complex data structures like tables and groupings of related data
Seamless integration
Our domain specific LLMs suggest and extract rules from historical data, external policies, and internal guidelines
Seamless integration
Corrections made by a human in the loop are reinforced, and output accuracy continuously improves
Seamless integration
Control over user privileges ensures that sensitive data and projects are accessible to only authorized users
Seamless integration
Implemented on-premises or private cloud, with enterprise-grade security and SOC 2 compliance