Scale Domain Expertise Across the Insurance Stack
Deep insurance knowledge is trapped in expert minds and rigid legacy systems. We codify that expertise and deploy AI agents across the entire value chain — at infinite scale.
Our Platform
Reliable AI agents that codify and deploy domain expertise across the insurance value chain
Reporting AI
Document AI
Intelligent Document Processing
Insurance runs on unstructured documents — claims forms, invoices, medical reports, policy wordings — that require expert human review to extract actionable data.
Our Document AI ingests and structures unstructured insurance documents into machine-readable data. Using advanced NLP and domain-specific extraction models, we transform raw documents into structured, validated data ready for downstream reasoning.
Automated document intake that handles the full spectrum of insurance paperwork with human-level accuracy.
Underwriting AI
Risk Assessment & Policy Intelligence
Underwriting decisions require synthesizing actuarial data, risk models, medical histories, and policy wording — knowledge that lives in the minds of senior underwriters and takes years to develop.
Our Underwriting AI codifies senior underwriter expertise into the platform's unified context layer. It reasons over risk factors, actuarial tables, and policy terms to produce underwriting recommendations with full explainability — scaling expert judgment across portfolios and lines of business.
Expert-level underwriting intelligence that scales across health, travel, and specialty lines without adding headcount.
Claims AI
Neuro-Symbolic Claims Adjudication
Claims adjudication requires reasoning over complex policy rules, clinical guidelines, and regulatory standards — across medical, travel, and specialty lines — a task too nuanced for traditional automation and too risky for black-box AI.
Our Neuro-Symbolic Reasoning Engine synthesizes Large Language Models with proprietary Knowledge Graphs encoding insurance domain rules. This grounds every AI decision in factual data, detecting drug-diagnosis mismatches, validating treatment protocols, and flagging anomalies with explainable evidence — validated horizontally across medical and travel claim types.
Grounded Generative AI that reasons like a chief medical officer or senior claims adjuster — fully explainable, fully auditable, across every claim type.
Compliance & Reporting AI
Regulatory & Reporting Automation Engine
Insurance organisations face intensifying regulatory scrutiny while drowning in compliance complexity. Manual audits are slow, expensive, and error-prone.
We automate the mapping of claims and operations against regulatory standards in real time, generating audit-ready reports, regulatory filings, and compliance documentation. Compliance becomes a continuous digital asset, not a periodic burden.
End-to-end regulatory intelligence: from real-time compliance monitoring to automated report generation.
Healthtech Portfolio: Our clinical AI expertise extends beyond insurance. We're deploying agentic communication systems for oncology care in Hong Kong. Read the case study →
Who We Are
We are an insurtech company building a managed agentic AI platform that scales domain expertise across the insurance stack. Our neuro-symbolic approach codifies expert knowledge into a unified intelligence layer — deploying the reasoning of your best domain experts at infinite scale, without the bottleneck of hiring or re-engineering.
Forged for Insurance, Built for Trust
Named after Hephaestus, the Greek god of craftsmanship, Hepha AI reflects our conviction: the most powerful AI doesn't replace human experts — it elevates them. In insurance, where trust is everything, our AI empowers underwriters, claims adjustors, and compliance officers with tools that are transparent, accountable, and purpose-built.
We build AI grounded in regulatory knowledge, transparent in reasoning, and always accountable to domain experts.
Clone Expert Reasoning. Deploy at Scale.
We partner with insurers, TPAs, and reinsurers to eliminate the expertise bottleneck — scaling domain knowledge across every function and line of business.
Proven Scale: Our leadership previously architected Singapore's first AI Health Claim Solution, which scaled to process over 50% of the nation's Integrated MediShield claims.
The proven team who built Singapore's first AI health claims platform
Dr. Zha Wei
CEO
Strategic Commercialization
Former Director of Machine Learning Solutions who has successfully commercialized complex AI systems across five countries, bridging the gap between technical possibility and market needs.
Dr. Li Lu
CTO
Technical Architecture
The driving force behind Singapore's pioneering end-to-end AI claims solution. He specializes in translating high-level business objectives into robust, scalable technical strategies.
Jin Dongyang
CAIO
Operational Execution
A formidable execution leader who deployed complex AI projects across Southeast Asia — delivering major deployments four months ahead of schedule and optimizing user decision metrics by 67%.
Our Technology
Our Approach: Neuro-Symbolic AI
We are a team of award-winning, PhD-level data scientists and enterprise architects who pioneered AI claims processing at national scale in Singapore.
The Three-Pillar Advantage
Deep insurance expertise — clinical guidelines, actuarial risk models, complex policy wording — is trapped in expert minds or hard-coded into rigid legacy systems. Scaling means hiring more humans or waiting months for engineers to update code.
Hepha AI codifies this expertise into a unified context data layer: Large Language Models for natural language understanding, proprietary Knowledge Graphs encoding domain rules and expert reasoning patterns, and continuous domain expert validation — allowing the system to think like a senior underwriter or claims adjuster — while your teams stay in control.
Large Language Models
Natural language understanding for insurance documents and claims
Knowledge Graphs
Codified domain expertise: actuarial models, clinical guidelines, policy logic, and regulatory standards
Domain Experts
Insurance professionals validating every decision
Expert-level reasoning deployed across the entire value chain
The Unified Context Data Layer
Expert knowledge flows in. AI agents deploy it out — across every function.
Risk-Free Gen AI Integration
Overlay your business logic, inspect every decision, and override AI outputs — adopt Gen AI without breaking what already works.
Custom Business Logic Overlay
Layer your existing rules, approval thresholds, and decision workflows directly on top of AI outputs
Full Visibility & Override
Inspect, stratify, and manually overwrite any AI decision before it reaches your downstream systems
Zero-Disruption Adoption
Runs alongside your legacy systems with no migration required — adopt Gen AI at your own pace
Learn More
Case studies, insights, and developments in AI-driven insurance intelligence
Case Studies
2 Articles
From Invoice to Intelligence: Detecting Drug-Diagnosis Mismatches
How our neuro-symbolic AI analyzes unstructured insurance invoices, uncovering critical anomalies li...
Read ArticleThe Doctor's Copilot: Building Personalized Patient Q&A
Empowering clinicians to build dynamic, personalized AI-powered Q&A engines using patient-specific d...
Read ArticleBlog Posts
2 Articles
AI Copilots, Not Autopilots: The Power of Domain Expertise
Why grounding LLMs with insurance domain expertise transforms generic AI into transparent, reliable ...
Read ArticleThe Innovation Accelerator: Strategic Partnerships in Applied AI
How partnerships between AI innovators, industry leaders, and academia create powerful ecosystems th...
Read ArticlePress & News
2 Articles
Get Started
Ready to scale domain expertise across your insurance operations?
Book a demo or connect with our team to explore how Hepha AI can transform underwriting, claims, and compliance.