Insurance Cliam System with Microservices and Azure Cloud
- Anand Nerurkar
- Apr 18
- 6 min read
🔍 Use Case: Insurance Claims Processing System
Microservices in Scope:
Policy Management Service
Customer Management Service
Claims Processing Service
Notification Service
Payment Service
Underwriting Service
Audit Logging Service
🏗️ High-Level Architecture Components on Azure
🚀 1. Microservices Deployment on AKS (Kubernetes)
Each service is:
Containerized via Docker.
Deployed to Azure Kubernetes Service (AKS).
Communicates via Istio Service Mesh (provides mTLS, retries, circuit breakers).
Uses Helm charts for Kubernetes deployment.
🔐 2. Security
Azure Active Directory (Azure AD) used for user and service authentication.
Istio mTLS secures service-to-service communication.
Azure Key Vault for secrets, certificates, and credentials.
API-level authentication via Azure API Management + Azure AD tokens (OAuth2.0).
🔄 3. Kafka Integration
Azure Event Hubs for Kafka is used to process events between microservices:
Claims Processing emits events to Kafka (e.g., CLAIM_SUBMITTED).
Notification & Audit Services consume Kafka topics.
🧩 4. Azure Services Integration
Azure Service | Role |
Azure SQL | Relational database for persistent microservices data (e.g., Policy, Customer, Claims) |
Azure API Management | Gateway for external/internal APIs with policies, throttling, and analytics |
Azure Traffic Manager | DNS-based global traffic routing across regions |
Azure VNet + NSG | Network isolation and security |
Azure Container Registry | Secure container image storage |
Azure Monitor + Log Analytics + Application Insights | Logs, metrics, tracing |
Azure Key Vault | Secret management |
Azure DevOps | CI/CD pipeline to build, test, scan, and deploy microservices to AKS |
🔁 Microservices Flow within AKS (w/ Kafka and Istio)
Scenario: Claim Submission & Processing
yaml
[User]
|
v (OAuth 2.0 via Azure AD)
[Azure API Management]
|
v
[Istio Ingress Gateway]
|
v
[Claims Processing Service] ---> Kafka: 'claim-submitted'
| |
| v
| [Notification Service]
v |
[Underwriting Service] Email/SMS
|
v
[Payment Service] ------> [Azure SQL (Payment DB)]
|
v
Kafka: 'payment-success' -----> [Audit Logging Service]
🔧 CI/CD Flow with Azure DevOps
Dev Commit triggers pipeline:
Build Stage:
Docker image creation
Run unit tests, static code analysis (e.g., SonarQube)
Push image to Azure Container Registry (ACR)
Deploy Stage:
Helm chart deployment to AKS (with versioning)
Istio VirtualService, Gateway, DestinationRules applied
Secrets injected from Azure Key Vault
Post-Deploy Stage:
Run integration tests
Azure Monitor alerts set
Slack/Teams notifications
🔐 Security Layers
User AuthN via Azure AD
API AuthZ via API Management
Istio mTLS for service-to-service encryption
Role-based access in Azure DevOps
AKS + Key Vault integration for secrets
📈 Monitoring & Observability
Azure Monitor: Metrics (CPU, memory)
Log Analytics: Logs from services + AKS nodes
Application Insights: Tracing, exceptions, dependency calls
Grafana (optional): For Istio and app dashboards
📊 Architecture Diagram (High-Level)



🧩 Enterprise-Level Risk Matrix with Mitigation Plans
🔷 1. Business Risks
Risk | Description | Mitigation Plan |
Regulatory Compliance Changes | New/updated insurance laws or IRDAI regulations can impact processes | Continuous compliance monitoring, legal advisory board, automated policy enforcement in CI/CD |
Customer Trust Erosion | Security breaches or downtime reduce customer confidence | Transparent comms strategy, real-time incident monitoring, zero-trust architecture |
Revenue Leakage | Inaccurate policy processing or claims approvals | Auto-validation rules, audit trails, reconciliation jobs |
🔷 2. Technology Risks
Risk | Description | Mitigation Plan |
Azure Cloud Service Downtime | Service interruptions in Azure (e.g., AKS, SQL) | Multi-region deployments, Azure Traffic Manager, backup & DR plan |
Kafka or Istio Failures | Messaging breakdown or service mesh misconfig | Auto-scaling, Helm health probes, alerting with Azure Monitor and Prometheus |
Container Image Vulnerabilities | Unpatched libraries can open attack vectors | Container scanning (Trivy, Azure Defender), signed images, ACR policies |
🔷 3. People Risks
Risk | Description | Mitigation Plan |
Skills Shortage | Lack of expertise in cloud-native, security, Istio, etc. | Regular upskilling programs, Azure/CKA certifications, internal CoEs |
Knowledge Silos | Key dependencies on specific team members | Internal wikis, backup owners for critical services, peer code reviews |
High Attrition | Talent loss leading to project delays | Retention incentives, shadowing strategy, succession planning |
🔷 4. Operational Risks
Risk | Description | Mitigation Plan |
CI/CD Failures | Pipeline bugs causing failed deployments | Canary/Blue-Green deployments, rollback policies, gated approvals in Azure DevOps |
Performance Bottlenecks | Latency under high load or during peak seasons | Load testing (k6, JMeter), autoscaling, caching layers |
Lack of Observability | Gaps in logs, metrics, or traces | Full-stack monitoring: Azure Monitor, App Insights, OpenTelemetry-based tracing |
🔷 5. Security Risks
Risk | Description | Mitigation Plan |
Unauthorized Access | Improper authentication/authorization | Azure AD with RBAC, OAuth2.0 for APIs, mTLS via Istio |
Data Breach | Sensitive PII data leak or theft | Azure Key Vault, data encryption at rest & transit, API Gateway security |
Insider Threats | Misuse of elevated privileges by internal users | Zero-trust policy, Just-In-Time access, activity logs & audits via Azure Monitor |
🔷 6. Compliance Risks
Risk | Description | Mitigation Plan |
Non-compliance with IRDAI or GDPR | Failure to meet data storage, access, or audit mandates | Data classification, consent management, audit logs, DLP policies |
Incomplete Audit Trails | Missing user activity or access logs | Use Azure AD logs, centralized logging with Log Analytics, 7-year log retention |
Policy Drift | Deviation from compliance policies in Dev/QA/Prod | GitOps model for policy enforcement (OPA/Gatekeeper), automated compliance scans in CI/CD |
🌐 1. Business Vision (Strategic Objectives)
Objective | Description |
✅ Customer-Centric Insurance | Provide personalized insurance products and seamless claim services |
🚀 Digital-First Operations | Fully digitize onboarding, claims, policy management using cloud-native tech |
🛡️ Compliance & Security Excellence | Ensure data security and full compliance with IRDAI, GDPR |
📊 Data-Driven Insights | Leverage AI/ML to optimize underwriting, detect fraud, and segment customers |
🔄 Operational Efficiency | Reduce turnaround time and manual touchpoints via automation and workflows |
🧩 2. Enterprise Capability Map
Capability Domain | Core Capabilities |
Customer Engagement | Customer Onboarding, KYC, Profile Management |
Policy Lifecycle | Policy Quotation, Issuance, Renewal, Endorsement |
Claims Management | FNOL (First Notification of Loss), Claim Adjudication, Settlement |
Underwriting & Risk | Rule-Based Risk Scoring, AI-Driven Underwriting |
Payments & Finance | Premium Payment, Claim Payout, Invoicing, Reconciliation |
Compliance & Audit | Regulatory Reporting, Policy Validation, Audit Logging |
Communication | Notifications, Document Delivery, Omnichannel Messaging |
Analytics & Insights | Risk Segmentation, Product Optimization, Operational KPIs |
🔄 3. Capability-to-Microservices Map
Business Capability | Mapped Microservices |
Customer Onboarding | Customer-Service, KYC-Service, Identity-Service |
Policy Management | Policy-Service, Quotation-Service, Renewal-Service |
Claims Handling | Claim-Service, FraudDetection-Service, Investigation-Service |
Underwriting | Underwriting-Service, RiskScoring-Agent, AI-Model-Service |
Payments | Payment-Service, Ledger-Service, Reconciliation-Service |
Compliance & Audit | AuditLog-Service, ComplianceMonitor-Service |
Notifications | Notification-Service, Email-Gateway, SMS-Gateway |
Reporting & Analytics | Analytics-Service, Data-Export-Service, BI-Adapter-Service |
🔌 4. Capability-to-Technology Map
Capability | Enabling Technologies (Azure & Tools) |
Customer Onboarding | Azure AD B2C, Azure API Management, Azure SQL, Azure Blob Storage |
Claims Processing | Azure Kubernetes Service (AKS), Kafka (Event Hubs), Azure Functions |
Underwriting | Azure ML, Azure OpenAI (optional), Cosmos DB for feature store |
Notifications | Azure Communication Services, Twilio Integration, Azure Event Grid |
Payments & Reconciliation | Azure SQL, Azure Logic Apps, Azure Key Vault, Service Bus |
Compliance | Azure Policy, Azure Monitor, Azure Security Center, Key Vault |
Audit Trail & Logs | Azure Monitor Logs, Log Analytics, Application Insights |
BI & Analytics | Azure Synapse, Azure Data Factory, Power BI, Data Lake Gen2 |
:
🧭 1. Business Vision for Claim Processing
Strategic Objective | Description |
🎯 Customer Delight | Minimize claim settlement time to improve customer satisfaction |
🚀 Digital Automation | Fully automate claim intake, adjudication, and payout |
🔍 Fraud Detection | Identify and mitigate fraudulent claims using AI/ML |
🧩 Operational Efficiency | Reduce manual processing via workflow orchestration |
🛡️ Compliance-First | Ensure adherence to regulatory standards (IRDAI, GDPR) |
🧩 2. Enterprise Capability Map (for Claims)
Capability Domain | Business Capabilities |
Claim Intake | FNOL (First Notification of Loss), Document Upload, Case Initiation |
Claim Adjudication | Validation, TPA Coordination, Medical/Surveyor Assessment |
Claim Approval | Rules Evaluation, Risk Scoring, Approvals Management |
Fraud Detection | Pattern Detection, Anomaly Scoring, Blacklist Checks |
Claim Settlement | Payment Processing, Tax Calculations, Notifications |
Customer Communication | Status Updates, Omnichannel Messaging, Feedback Collection |
Audit & Compliance | Audit Logs, SLA Validation, Regulatory Reporting |
Analytics & Insights | Cycle Time Metrics, Settlement Trends, Agent Performance |
🔄 3. Capability-to-Microservices Map
Business Capability | Mapped Microservices |
FNOL Submission | Claim-Intake-Service, Customer-Service, Document-Service |
Claim Validation | Claim-Validation-Service, TPA-Service, Surveyor-Service |
Rules & Risk Evaluation | RuleEngine-Service, RiskScoring-Agent, FraudDetection-Service |
Approval Workflow | Approval-Service, Workflow-Orchestrator, AuditLog-Service |
Settlement Processing | Payment-Service, Finance-Integration-Service, Notification-Service |
Customer Communication | Email-Service, SMS-Gateway, Chatbot-Service |
Reporting & Compliance | Compliance-Service, Report-Generator, AuditLog-Service |
Analytics & Feedback | Analytics-Service, Feedback-Service, BI-Adapter-Service |
🔌 4. Capability-to-Technology Map
Capability | Azure / Tech Stack |
Claim Intake | AKS, Azure Blob Storage, API Gateway, Azure AD B2C, Azure API Management |
Document Management | Azure Blob Storage, Azure Cognitive Services (OCR), Azure Functions |
Risk & Fraud Detection | Azure Machine Learning, Azure OpenAI, Azure Databricks, Cosmos DB |
Workflow & Orchestration | Azure Logic Apps, Durable Functions, Camunda on AKS |
Approvals & Audits | Azure SQL, Azure Key Vault, Azure Monitor, Azure Policy |
Payment Settlement | Azure SQL, Azure Service Bus, Azure Logic Apps, Azure Key Vault |
Customer Communication | Azure Communication Services, Azure Event Grid, Azure Bot Service |
BI & Analytics | Azure Synapse, Azure Data Lake, Azure Data Factory, Power BI |
Security & Identity | Azure AD, RBAC, mTLS with Istio, Azure Defender for Cloud, Key Vault |
Monitoring & Compliance | Azure Monitor, Log Analytics, Application Insights, Azure Policy |
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