Insurance software development is the process of building digital platforms for insurers, MGAs (Managing General Agents) and InsurTech startups - from policy administration systems and claims processing engines to underwriting platforms and embedded insurance APIs.
Pharos Production is an insurance software development company that builds InsurTech platforms, claims automation systems, underwriting engines and policy management solutions for insurers, MGAs, brokers and InsurTech startups. The global InsurTech market is projected to grow from $23.54 billion in 2026 to $132.71 billion by 2034 at 24.1% CAGR. Founded in 2013 with 90+ engineers, Pharos Production combines AI-powered claims processing with IoT telematics integration and regulatory compliance. Every project follows our Verified Delivery process - security validation and compliance audit at each sprint.
Aligned with these frameworks. Audit reports and certifications available on request.
Compliance-ready development for regulated financial services with end-to-end security
Reviewed by Dmytro Nasyrov
Founder and CTO
23+ years in software development. Led InsurTech projects for insurers, MGAs and InsurTech startups, ISO 27001-aligned.
Insurance claims are where carriers win or lose customers. A claim that takes three weeks and five phone calls drives churn; one that settles in a day builds loyalty. Claims automation software is how modern insurers and InsurTechs close that gap - by digitizing first notice of loss, triaging severity, reading documents and paying straight-through […]
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Pharos Production applies its full-cycle software development expertise to deliver tailored solutions for insurance businesses.
A centralized platform for managing policy creation, endorsements, renewals and cancellations across multiple lines of business. Modern policy admin systems (PAS) support configurable product rules, enabling insurers to launch new products in days instead of months. Pharos Production builds PAS platforms compliant with ACORD data standards and Solvency II reporting requirements.
AI-powered claims automation with straight-through processing (STP) for low-complexity claims. Computer vision estimates damage from photos, NLP extracts FNOL details and rules engines validate against policy terms. The global claims automation market is projected to reach $8.2 billion by 2030. Pharos Production builds claims platforms with 60-85% STP rates and graph-based fraud detection.
AI-driven underwriting platforms that assess risk profiles through alternative data sources, behavioral analytics and predictive models. Modern underwriting systems reduce decision time from days to seconds while improving loss ratios. Pharos Production builds automated underwriting engines with real-time risk scoring, third-party data integration and explainable AI for regulatory compliance.
Digital portals where policyholders manage policies, file claims, track claim status and make payments without contacting support. 73% of insurance customers prefer self-service for routine transactions (McKinsey). Pharos Production builds omnichannel self-service portals with secure MFA, digital document signing and real-time claim tracking.
Platforms for managing agent sales pipelines, broker commissions, customer interactions and multi-channel distribution. Insurance CRMs unify data from direct, agent and digital channels into a single view. Pharos Production builds insurance-specific CRMs with automated commission calculations, ACORD-compliant data exchange and embedded quoting.
AI-powered fraud detection using graph neural networks, behavioral analytics and pattern recognition to identify suspicious claims in real-time. Insurance fraud costs the industry over $80 billion annually in the US alone (FBI). Pharos Production builds fraud detection engines with real-time scoring, network analysis and integration with external fraud databases.
Secure premium collection systems with automated billing cycles, multi-method payment processing (credit card, ACH, digital wallets) and PCI DSS-aligned transaction handling. Pharos Production builds billing platforms with recurring payment automation, grace period management and real-time reconciliation.
Real-time rating engines that compute insurance quotes using actuarial models, risk data and customer profiles. Modern quote engines support dynamic pricing with sub-second response times for embedded insurance distribution. Pharos Production builds quote engines with configurable rating rules, A/B testing for pricing strategies and API-first architecture for partner integration.
IoT-connected platforms that collect driving behavior, vehicle diagnostics and usage data to enable pay-as-you-drive and pay-how-you-drive insurance. The telematics market grows from $5 billion to $11 billion by 2028. Pharos Production builds UBI platforms with OBD-II/smartphone telematics, driving score algorithms, dynamic pricing engines and real-time crash detection.
Digital platforms for managing reinsurance contracts, treaty administration, ceded premium calculations and catastrophe modeling. Reinsurance technology streamlines coordination between cedents and reinsurers. Pharos Production builds reinsurance platforms with ACORD messaging, automated bordereaux processing and risk accumulation monitoring.
| Solution | Key capabilities |
|---|---|
| Insurance Policy Administration Systems | Policy Creation and Endorsement Management Module Automated Policy Renewal and Lifecycle Workflow Customer Policy Lookup and Document Generation System +4 |
| Claims Management & Automation Platforms | Digital Claims Submission and Document Upload Portal AI-Driven Claim Assessment and Damage Evaluation Engine Automated Claim Routing and Workflow Processing +4 |
| Underwriting Automation & Risk Assessment Systems | AI-Based Risk Scoring and Profile Evaluation Engine Automated Underwriting Decision and Rule Management Module Document Verification and Data Extraction System +4 |
| Customer Self-Service Portals for Policyholders | Online Policy View and Document Download Center Self-Service Claim Filing and Status Tracking Module Premium Payment and Billing History Dashboard +4 |
| Insurance CRM & Agent/Broker Management Platforms | Lead Management and Opportunity Tracking System Agent Performance and Commission Reporting Dashboard Customer Interaction and Communication History Module +4 |
| Fraud Detection & Claims Anomaly Monitoring Systems | Real-Time Claims Pattern and Anomaly Detection Engine Machine Learning Fraud Scoring and Risk Modeling Module Identity Verification and Document Authenticity Checker +4 |
| Insurance Billing & Payment Processing Solutions | Automated Premium Billing and Invoice Generation System Multi-Method Payment Processing and Digital Wallet Support Recurring Payment Scheduling and Auto-Debit Module +4 |
| Quote & Pricing Engine Development | Real-Time Quote Calculation and Premium Estimation Engine Risk-Based Pricing and Underwriting Rule Configuration Module Customer Data Intake and Eligibility Assessment System +4 |
| Telematics & Usage-Based Insurance (UBI) Platforms | Connected Vehicle Data Collection and IoT Sensor Integration Driving Behavior Monitoring and Safety Scoring Module Distance-Based Pay-Per-Mile Premium Calculation System +4 |
| Reinsurance & Risk Distribution Platforms | Reinsurance Contract and Treaty Management System Automated Premium Cession and Recovery Processing Risk Pooling and Shared Exposure Distribution Module +4 |
InsurTech market in numbersThe global InsurTech market is projected to grow from $23.54 billion in 2026 to $132.71 billion by 2034 at 24.1% CAGR (Grand View Research). The insurance telematics market grows from $5 billion to $11 billion by 2028 (Allied Market Research). AI straight-through processing reduces claims cycle times from weeks to minutes. 73% of insurers plan to increase digital transformation budgets in 2026 (Capgemini).
Pharos Production InsurTech delivery metricsAverage time to MVP for insurance platforms is 12 weeks. Production infrastructure uptime averages 99.95% under SLA. The Verified Delivery process uses 2-week sprints with security validation and compliance testing at every iteration. Claims processing automation reduces cycle times by 60-80%.
| Factor | Custom InsurTech | Vendor (Guidewire, Duck Creek) |
|---|---|---|
| Claims automation | Custom AI triage, photo damage estimation | Rule-based workflows, manual triage |
| Underwriting | Custom ML risk models, alternative data | Pre-built scoring, limited model tuning |
| Product builder | Configurable product engine, any line | Template-based, slow product launches |
| Embedded insurance | Custom APIs for any distribution partner | Vendor marketplace integrations only |
| Telematics/IoT | Custom UBI scoring, any sensor type | Pre-built connectors, limited devices |
| Cost model | One-time development + hosting | Per-policy or per-premium licensing fees |
Pharos Production recommends custom insurance software for carriers launching digital-first products, MGAs with proprietary underwriting models or InsurTech startups building embedded insurance APIs.
AI-Powered Claims Automation Engines
Machine learning algorithms process claims, detect anomalies and speed up approvals with minimal manual effort.
Telematics and Usage-Based Insurance Platforms
Sensor and IoT data enable insurers to dynamically price policies based on actual driving habits or equipment use.
Predictive Risk Modeling Systems
Advanced analytics forecast claim chances, customer lifetime value and fraud risk, leading to better underwriting decisions.
Insurance Policy Administration Systems (PAS)
Core platforms handle the entire policy lifecycle, including quoting, underwriting, billing and renewals.
Fraud Detection and Anti-Money Laundering Tools
AI models analyze transactional and behavioral data to instantly identify suspicious activity.
Customer Self-Service Portals
Digital interfaces let clients manage policies, submit claims and update info without contacting agents.
API-Driven Insurance Ecosystems
Open APIs allow insurers to connect with brokers, partners and third-party data sources, enabling faster product distribution.
Document Intelligence and OCR Solutions
AI-powered extraction tools digitize forms, contracts and supporting documents, reducing processing times.
When a property and casualty insurer needed to reduce claims cycle times from 14 days to under 48 hours for low-complexity claims, the core challenge was building an AI triage system that could accurately classify claim severity and route simple claims through straight-through processing while flagging complex or potentially fraudulent cases for human review. Our approach: a multi-stage pipeline starting with document ingestion (OCR for handwritten forms, NLP for email claims, structured parsing for portal submissions) feeding into a classification model trained on 3 years of historical claims data (200K+ resolved claims). The AI assigns a complexity score and fraud probability to each claim. Claims scoring below both thresholds enter the straight-through path - automated damage estimation from uploaded photos using a fine-tuned vision model, policy coverage verification against the claims management system and automated payout calculation. We integrated with 4 external data sources (weather services for storm claims, police report databases, repair cost indices and medical billing code validators) to cross-verify claim details. Result: 72% of low-complexity claims processed within 24 hours, fraud detection rate improved from 3.1% to 8.7% and adjuster productivity increased by 45% as they focused on complex cases only. Explore our open-source libraries on GitHub.
| Metric | Before Pharos | After Pharos |
|---|---|---|
| Claims cycle time (simple) | 14 days average | Under 24 hours (72% of claims) |
| Straight-through processing rate | 0% (all manual review) | 72% for low-complexity claims |
| Fraud detection rate | 3.1% of fraudulent claims caught | 8.7% with ML scoring model |
| Adjuster productivity | Baseline (all claims reviewed) | 45% improvement (complex cases only) |
| Document intake | Manual data entry from paper forms | OCR + NLP automated extraction |
| External data verification | Manual phone calls and lookups | Automated cross-check with 4 data sources |
Metrics from a P&C insurer claims automation project (40K claims per month). Cycle time improvement measured over 6 months of production operation.
Independent reviews from Clutch, GoodFirms and Google - verified client feedback on our software projects
Based on 323 verified client reviews
Thanks to Pharos Production Inc.'s efforts, the client's platform scalability increased by 40%, and transaction processing speed improved by 35%. The team also mitigated all critical security vulnerabilities. Moreover, they utilized Jira, Slack, and Zoom for effective project management.
Proprietary research report based on analysis of insurance software projects delivered by Pharos Production. Dataset covers claims processing, policy admin and underwriting platforms. Methodology (Pharos Verified Delivery): aggregated delivery metrics with 6-18 months post-deployment monitoring per project. Actuarial model validation through independent review. Full report with detailed methodology available on request.
Key technology shifts that impact how Pharos Production architects insurance software for clients.
AI-Powered Underwriting and Claims Automation
Agentic AI handles straight-through processing of low-complexity claims, reducing cycle times from weeks to minutes. Pharos Production builds AI claims platforms with automated triage, damage estimation from photos and predictive fraud scoring.
Embedded Insurance Ecosystems
Insurance seamlessly integrated at point of sale - auto dealerships, travel bookings, e-commerce checkouts. Pharos Production builds embedded insurance APIs enabling non-insurance platforms to offer coverage without managing policy administration.
IoT Telematics and Usage-Based Insurance
The insurance telematics market grows from $5 billion to $11 billion by 2028 (Allied Market Research). Connected car data enables pay-as-you-drive policies. Pharos Production builds UBI platforms with OBD-II/smartphone telematics, driving score algorithms and dynamic pricing engines.
Parametric Insurance Platforms
AI and real-time data from weather stations, seismic sensors and satellites enable instant event detection and automatic payouts. Pharos Production builds parametric platforms with event trigger engines, automated payout systems and real-time data integration.
Hyper-Personalization with Predictive Analytics
AI and ML enable individualized interactions with dynamic pricing based on real-time behavioral data. Pharos Production builds personalization engines that assess risk using alternative data sources including IoT, wearables and social signals.
Low-Code Insurance Product Builders
Low-code/no-code platforms (market growing ~20% in 2026) accelerate insurer ability to launch personalized products. Pharos Production builds configurable product builders that allow insurers to design, test and deploy new products without custom development.
FinTech projects follow Pharos Verified Delivery with compliance-first additions: discovery maps PCI DSS, SOC 2 and jurisdiction-specific requirements before code, build includes regulatory architecture review at every milestone, production readiness includes penetration testing and audit-readiness validation.
Pharos Verified Delivery applied to 110+ production applications since 2013
We decline roughly 30% of RFPs we receive. Forcing a bad fit costs both sides 3-6 months and damages outcomes.
We have recommended Stripe over custom payment processors, Plaid over custom bank integrations and Persona over custom KYC. Custom FinTech is the right call when you need unique workflows, regulatory configurations or competitive differentiation that packaged products cannot provide.
Vendor evaluation guide covering compliance experience, payment processing depth, banking API integration and red flags specific to financial software development.
Pharos Production works in three engagement models, from a focused PoC to a production MVP to a full enterprise platform, with typical budgets from $10,000 to $400,000+ depending on scope and complexity.
Feature-scoped regulated module with audit trails, logging and readiness for SOC 2 or PCI.
Production platform with KYC, AML, PCI DSS alignment, secure payments and observability.
Multi-region, multi-tenant platform with full compliance, fraud detection and 24/7 incident response.
Prices vary based on project scope, complexity, timeline and requirements. Hourly rates range from $35 to $75 depending on role and seniority. Contact us for a personalized estimate.
Need extra hands on your software project? Our developers can jump in at any stage - from architecture to auditing - and integrate seamlessly with your team to fill any technical gaps.
Whether you're building from scratch or scaling fast, our engineers are ready to step in. You stay in control, and we handle the code.
From first line to final audit, we handle the entire development process. We will deliver secure, production-ready software, while you can focus on your business.
| Model | Best for | Team setup | Budget range |
|---|---|---|---|
| Staff Augmentation | Existing teams needing extra engineers at any project stage | 1-2 weeks | From $5,000/month |
| Dedicated Team Popular | Long-term projects requiring full ownership and control | 2-4 weeks | From $15,000/month |
| Project Outsourcing | Full-cycle development from idea to production launch | 1-2 weeks | $10,000-$80,000+ |
Our company starts and assembles an entire project specialists with the perfect blend of skills and experience to start the work.
We'll design, build and launch your MVP, ensuring it meets the core requirements of your software solution.
We'll create a complete software solution that is custom-made to meet your exact specifications.
Our company will be right there with you, keeping your software solution running smoothly, fixing issues and rolling out updates.
Our engineers work with 187+ technologies across blockchain, backend, frontend, mobile and DevOps - chosen for production reliability and performance.
Our engineers work with 187+ technologies across 10 categories: Frameworks, AI, Blockchains, DevOps, Clouds, Databases, Brokers, Tests, Programming, UI/UX.
Recognized on Clutch, GoodFirms and The Manifest for software engineering excellence
Answers to common questions about insurance software development, claims automation and InsurTech platforms.
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Pharos Production builds secure platforms with encryption at rest and in transit, role-based access controls and SOC 2 Type II compliance. All solutions meet insurance data protection standards and state regulatory requirements.
Pharos Production integrates new insurance platforms with legacy policy systems, CRM, billing, actuarial tools and third-party data providers using scalable API architecture.
Insurance project costs depend on complexity and compliance scope. A claims portal MVP may start from $50,000-$90,000, while a full policy administration system can range from $150,000 to $500,000+. Request a free estimate.
An MVP for a claims portal or quoting engine typically takes 3-5 months. A full policy administration system may require 8-14 months. Pharos Production uses agile development with 2-week sprints.
Pharos Production works with InsurTech startups from MVP to scale, building parametric insurance, embedded insurance and digital-first distribution platforms with modern cross-platform architecture.
We do not build simple quote comparison widgets or white-label insurance aggregators. Our focus is custom policy administration, claims automation and underwriting engines with complex business rules. For basic insurance quoting, SaaS platforms like Bolt or Duck Creek offer faster time-to-market.
Insurance regulations vary by state and country and change frequently. Our 2-week sprints let us validate compliance rules incrementally rather than discovering gaps at launch.
Each sprint includes regulatory review and actuarial logic testing. Agile projects are 3x more likely to succeed (Standish Group, 2024).
AI enables straight-through processing of low-complexity claims, reducing cycle times from weeks to minutes. Computer vision automates damage assessment from photos, NLP extracts data from claim documents and predictive models flag potentially fraudulent claims.
Pharos Production builds AI-powered claims platforms with automated triage, damage estimation and payout calculation.
Parametric insurance pays out automatically when a predefined trigger event occurs (drought exceeding threshold, earthquake above magnitude, flight delay over 3 hours) - without traditional claims investigation. AI and real-time data from weather stations, seismic sensors and satellite imagery enable instant event detection.
Pharos Production builds parametric insurance platforms with event trigger engines, automated payout systems and real-time data integration.
Embedded insurance integrates coverage seamlessly at the point of sale - from auto dealerships to travel bookings to e-commerce checkouts. It is one of the fastest-growing distribution channels in insurance.
Pharos Production builds embedded insurance APIs and SDKs that enable non-insurance platforms to offer coverage without managing policy administration.
Yes. The insurance telematics market is growing from $5 billion to $11 billion by 2028.
Connected car data enables pay-as-you-drive policies with real-time behavioral pricing. Pharos Production builds UBI platforms with OBD-II/smartphone telematics integration, driving score algorithms, dynamic pricing engines and integration with insurer policy administration systems.
90+ engineers ready to deliver your Insurance project on time and within budget
Contact us today to discuss your project. We're ready to review your request promptly and guide you on the best next steps for collaboration
Same dayWe're committed to keeping your information confidential, so we'll sign a Non-Disclosure Agreement
1 dayAfter we chat about your goals and needs, we'll craft a comprehensive proposal detailing the project scope, team, timeline and budget
3-5 daysLet's connect on Google Meet to go through the proposal and confirm all the details together!
1-2 daysAs soon as the contract is signed, our dedicated team will jump into action on your project!
Same dayHeadquarters in Las Vegas, Nevada. Engineering office in Kyiv, Ukraine.
We also work with clients through dedicated local teams in Las Vegas, New York and San Francisco.
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