
AI OCR Software Scales Gas Station Operations With 20K+ Transactions
- 20K+
- 70%
Insurance products fail in the market for operational reasons before they fail for product reasons. A policy structure your system can't model, a claims process that takes 14 days when customers expect 48 hours, and a customer portal that can't answer a status question without a call are software constraints, not business ones.
If your current platform can't handle your policy structure, or your claims team is working from spreadsheets and email threads, we build the system that actually fits how your business works.
Claims automation that cuts turnaround time and reduces manual touchpoints per claim
Policy management systems built around your product lines, not a generic insurance template
InsurTech MVPs from concept to live product in 12–16 weeks at a fixed cost
AI fraud detection and anomaly scoring built into your claims and underwriting workflows
Recognition
Manual claims processing adding days to your turnaround and frustrating policyholders?
Off-the-shelf platforms that can't map to your specific policy structure or product lines?
The short answer
RaftLabs builds custom insurance software covering policy management, claims processing automation, InsurTech MVPs, and AI fraud detection for carriers, managing general agents, and InsurTech startups. Compliance-aware architecture covering GDPR, SOC 2, and relevant regional frameworks is built in from the first sprint. Most insurance software products ship in 12 to 16 weeks at a fixed cost, with source code ownership and post-launch support included.
Companies we've built for


Legacy insurance systems fail in a predictable pattern. Claims take too long because adjusters work from email chains and PDF attachments. Policy administration requires manual intervention for endorsements that should be automatic. Customer portals are so outdated that policyholders call the contact centre for things they should handle themselves. Every compliance cycle adds more manual reporting on top of a system that was never built to produce it.
We build insurance software where the operations run in the system, not around it. Policy issuance, renewals, endorsements, and cancellations are handled by software. Claims intake, routing, and status communication are handled by automation. The compliance reporting your team currently assembles by hand gets generated from data that already exists.
Policy administration blocked by legacy systems
Adding a new product line or changing rating logic means IT change requests, vendor release cycles, and months of testing. Carriers and MGAs miss commercial opportunities because the policy administration system can't accommodate changes at the speed the market moves. Every new product becomes a negotiation with the system rather than a business decision. The longer that persists, the more product velocity you give up to competitors who aren't carrying the same technical debt.We replace the constraint with a purpose-built policy administration system that models your products the way you actually sell them, so new product launches don't need a release cycle.
Claims processed via email threads causing delays and errors
Claims arrive by email, get acknowledged manually, and get assigned to adjusters via more email. Status updates go out when someone remembers to send them. Documents attach to email chains with no version control. The audit trail for a claim is a mailbox search. Delays compound and policyholders have no visibility into where their claim stands. Every day a claim sits in an inbox costs you adjuster time, policyholder trust, and potential regulatory exposure. According to Accenture Research (2022), insurance underwriters spend up to 40% of their time on non-core and administrative activities, representing an industry-wide efficiency loss of $17 billion to $32 billion annually, a number that compounds when claims and underwriting both run on manual processes.We build structured claims workflows that replace the inbox with a system: automated intake, adjuster queues, status communication, and a full audit trail per claim.
Customer portal is mobile-hostile and rarely used
The policyholder-facing portal was built for desktop browsers in an earlier era. It doesn't render on mobile, requires a login flow policyholders can't remember, and doesn't cover what customers actually need: submitting a claim, getting a policy document, or making a payment. So policyholders call the contact centre instead, driving up servicing costs on every interaction that the portal should have handled.We build portals and mobile apps that policyholders actually use, which means contact centre volumes fall and servicing cost per policy drops.
Agent and broker portals disconnected from the core policy system
Agents quote in one system, submit applications in another, and check policy status by calling the carrier. Commission reconciliation is a manual monthly exercise. When policy data changes, agents learn about it by email or not at all. The disconnect between the agent channel and the core system adds cost and reduces the quality of the agent relationship. Agents who find it hard to do business with you write less business with you.We build agent portals that connect directly to the policy system: real-time status, commission tracking, and quote-to-bind without the phone call.
End-to-end policy administration covering quoting, issuance, endorsements, renewals, and cancellations. Built around your specific product lines and rating logic, not a generic insurance template you have to bend to fit your products. Includes broker and agent portals with commission tracking and real-time policy status, so your distribution channel works with you instead of around you.
Digital claims intake with document upload, automated routing by claim type and value, and status communication to policyholders throughout the process. Workflow tools for adjusters that replace email threads with structured review queues. Settlement calculation and payment processing are integrated into the claims workflow, so adjusters spend time on judgment calls, not admin.
Custom underwriting workbenches that bring structured data, document review, and decision logging into one place. AI-assisted risk scoring models process third-party data, claims history, and external signals to support underwriting decisions. Configurable rules engines handle automated acceptance within appetite and route referrals to human review, so your underwriters focus on the cases that actually need them.
Policyholder-facing portals and mobile apps for policy documents, renewal management, claims submission, and payment handling. Designed for adoption, not compliance, intuitive enough that policyholders use them instead of calling your contact centre. Push notifications for renewal reminders, claim status updates, and payment confirmations keep policyholders informed without a support call.
Machine learning models trained on your claims data to flag patterns associated with fraudulent submissions. Anomaly scoring integrates into the claims intake workflow so high-risk claims get identified before they reach settlement. Outputs are explainable so your fraud team can act on the findings, not just trust a score they don't understand.
For InsurTech startups and carriers launching new product lines, we take an idea from concept to a working product. Discovery, architecture, build, and launch in 12–16 weeks at a fixed cost, with scope agreed before development starts. You own the source code and the infrastructure from day one, so there's no vendor lock-in.
Insurance software development covers building the systems that run insurance operations: policy administration, claims processing, underwriting tools, customer portals, broker portals, and the data infrastructure connecting them. For InsurTech companies, it often means building a new platform from scratch. For established carriers, it usually means replacing or extending a legacy core system with modern digital workflows. The technical work includes backend APIs, databases, business logic for rating and eligibility rules, integration with third-party data sources, and user-facing interfaces for policyholders, agents, and internal teams. The distinguishing factor in insurance is that the data model (policies, endorsements, claims, coverages, limits, exclusions) is specific enough that teams without insurance domain knowledge build it wrong and only discover the problem when they try to handle edge cases in production.
We build the technical controls that compliance frameworks require: data encryption at rest and in transit, role-based access with minimum necessary permissions, audit logging of all access and changes to sensitive data, data residency configuration where regulations require it, and documented data flows for your compliance team's review. We don't give regulatory or legal advice. Only your compliance and legal team can assess whether your product meets its regulatory obligations. What we do is build the technical foundation that makes compliance achievable and give your compliance team the documentation they need to complete their assessment. We've supported clients through FCA technical reviews and GDPR data protection impact assessments by providing architecture documentation and answering technical questions from their compliance advisors.
Claims automation starts with a clear map of your current claims workflow: every step, every decision point, every person who touches a claim. We identify which steps have clear rules that software can run and which genuinely need human judgment. Straightforward claims within clear parameters with complete documentation go through automated routing, assessment against your rules, and settlement without adjuster involvement. Complex or ambiguous claims route to an adjuster with all the relevant data already assembled. The result is that your adjusters spend their time on claims that actually need them, not on admin that a system should handle.
A focused InsurTech MVP, for example a digital claims portal, a quote-and-buy flow for a single product line, or an underwriting workbench, typically runs 12–16 weeks from kickoff to a live, working product. The timeline depends on scope, the number of external integrations required, and how complex your rating or eligibility logic is. We scope the project in detail before development starts so you know exactly what you're getting and by when. You pay a fixed cost agreed upfront: no hourly billing, no scope creep invoices at the end.
Insurance claims management software development
FNOL intake, adjuster workflow, settlement processing
Insurance policy management system development
Policy lifecycle, rating, endorsements, renewals
Insurance underwriting software development
Risk assessment, automated decisioning, portfolio analytics
Insurance customer portal development
Policy documents, claims submission, renewal management
Insurance fraud detection software development
AI anomaly scoring, SIU referral, document verification
Insurance agent portal development
Quote and bind, commission tracking, MTA processing
Insurance premium billing software development
Instalment plans, direct debit, AR reporting
Insurance automation
Claims processing, policy admin, compliance reporting
Insurance loyalty program development
Policyholder retention, safe driver rewards, referral mechanics
AI agents for insurance
Claims triage, underwriting assistance, policyholder self-service automation
What clients say
Three-year average engagement. Founders and operators describing the work in their own words. No marketing varnish.

All of the sprints were completed on schedule and on budget. We highly recommend RaftLabs!
01 / 02
What we build for insurers
AI Development
AI systems for claims triage, underwriting risk scoring, and fraud detection.
Predictive Analytics
Churn prediction, premium optimisation, and claims severity forecasting models.
Machine Learning Development
ML models for claims automation, subrogation identification, and risk scoring.
Custom Software Development
Custom policy management systems, claims platforms, and insurer portals.
Tell us what you're building, which product lines it covers, and your compliance requirements. We'll tell you how we'd approach it and what it takes to ship.