Background for AI Insurance
    AI for Insurance

    AI Agents That Accelerate Insurance Operations

    Alice Labs builds AI agents for insurers: claims processing from intake to payout in minutes instead of weeks, underwriting automation that evaluates risk 10x faster, and fraud detection that catches complex schemes rule-based systems miss. Deployed securely, built for GDPR and Solvency II requirements.

    Built for Solvency II
    Private Infrastructure
    30-90 Day Delivery
    Senior-Only Team

    Part of the team that delivers

    An experienced team with broad AI and tech backgrounds from leading companies

    Linus Ingemarsson, Co-founder & AI Consultant

    Linus

    Co-founder & AI Consultant

    Alice, CEO & Co-founder

    Alice

    CEO & Co-founder

    Jens, AI Consultant

    Jens

    AI Consultant

    Eric, Co-founder & AI Consultant

    Eric

    Co-founder & AI Consultant

    Lisa, Project Lead & Implementation

    Lisa

    Project Lead & Implementation

    Results From Our Clients

    Verified outcomes from completed AI implementations

    AI AgentFood & Grocery

    AI Agent for Order Management

    Ljusgårda (Supernormal Greens)

    $250K/year saved
    • 83% cost reduction
    • 70-80% automation
    • 6-week implementation
    AI AutomationPublic Sector

    Document Automation: 60h → 3min

    Public Sector

    6,400–8,000 h/year freed
    • 95% time reduction
    • 60h → 3min/doc
    • 1000+ hours/month saved
    AI SEOMedia & Publishing

    AI-Driven SEO Rewrite: +2,092% Clicks

    Media Company

    +2,092% clicks
    • 178 articles rewritten
    • +330% daily increase
    • 141 → 3,091 clicks

    Top AI Use Cases in Insurance

    Where AI agents deliver the highest ROI for insurers today

    1. Intelligent Claims Processing

    From intake to payout, AI agents handle the entire claims lifecycle. They extract data from photos and documents, validate coverage, score fraud risk, calculate payouts, and route complex cases to human adjusters with pre-built case files. Simple claims are resolved in minutes, not weeks.

    Key Deliverables:

    Photo/document extraction
    Coverage validation
    Fraud scoring
    Auto-payout for simple claims

    2. Underwriting Automation

    AI agents collect and analyze data from dozens of sources — financial statements, IoT sensors, telematics, public records — to produce risk assessments in minutes. Underwriters get AI-prepared summaries with risk scores, comparable cases, and pricing recommendations.

    Key Deliverables:

    Multi-source data aggregation
    Risk scoring models
    Pricing recommendations
    Portfolio analysis

    3. Fraud Detection & Prevention

    AI detects sophisticated fraud patterns that rule-based systems miss: organized fraud rings, staged accidents, inflated claims, and identity fraud. By analyzing behavioral patterns, claim histories, and network connections, AI catches 30-50% more fraud with fewer false positives.

    Key Deliverables:

    Network analysis (fraud rings)
    Behavioral pattern detection
    Real-time claim scoring
    SIU case prioritization

    Before vs. After Alice Labs

    ProcessBefore AIAfter Alice Labs
    Claims Processing7-14 day cycleMinutes for simple claims
    Underwriting Review3-5 days per application30 minutes AI-augmented
    Fraud DetectionRule-based, high false positivesAI pattern analysis, 40-60% fewer FPs
    Customer Onboarding2-3 days paper process15-minute digital flow
    Regulatory ReportingWeeks of manual compilationAuto-generated, audit-ready

    Explore Other Industries

    Alice Labs delivers AI agents across every major industry vertical

    What Our Clients Say

    "We decided early on to embrace AI technology and needed a partner who could explore opportunities, propose solutions, lead change management, and build them. With Alice, we got everything in one place and have implemented multiple solutions that increased efficiency so significantly that an entire team could be reallocated."

    Andreas Wilhelmsson

    CEO & Co-founder

    Supernormal Greens / Ljusgårda

    "Alice Labs' AI training gave us all a real aha-moment, whether we were completely new to the field or experienced! The training contained a perfect balance between theory and practice. We have definitely become more efficient at work!"

    Åsa Nordin

    IT Manager

    Trollhättan Energi

    "The collaboration with Alice Labs has been easy, educational, and incredibly supportive. We engaged them to improve our processes and create more efficiency in the team, and the result truly exceeded expectations. Through their guidance, we've gained better structure, faster workflows, and more time for what actually creates results."

    Frida

    Partner Manager

    Bruce Studios

    "Fast, professional, and wonderful people. Find out for yourself <3"

    Johannes Hansen

    Founder

    Johannes Hansen AB

    Frequently Asked Questions

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    AI Strategy

    Roadmap, use cases, and ROI planning

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    Industries We Serve

    Industries We Serve