ACORDAI is a modern AI-powered Agency Management System (AMS) designed for independent insurance agencies, brokers, and enterprise insurance operations.
Inspired by platforms such as AMS360, Applied Epic, and EZLynx, ACCORDAI combines modern cloud-native architecture with AI-driven automation to create the next generation of insurance operations platforms.
Traditional insurance agency management systems are workflow-heavy, manually operated, and built on legacy architectures.
ACORDAI is designed to modernize insurance operations through:
- AI-powered policy intelligence
- Claims automation
- Workflow orchestration
- Insurance CRM
- Predictive analytics
- Conversational AI agents
- Document intelligence
- Real-time operational visibility
| Module | Description |
|---|---|
| Customer Management | Insurance CRM and account management |
| Policy Management | Policy lifecycle management |
| Claims Management | Claims tracking and automation |
| AI Copilot | Conversational insurance assistant |
| Workflow Engine | Automated insurance workflows |
| Document Intelligence | AI-powered document processing |
| Analytics & Reporting | Real-time business intelligence |
| Task Management | Operational task orchestration |
| Compliance & Audit | Insurance compliance workflows |
ACORDAI is built as an AI-native insurance platform.
- Policy Intelligence Agent
- Claims Fraud Detection Agent
- Renewal Prediction Agent
- Insurance Copilot
- Workflow Automation Agent
- Document Intelligence Agent
Frontend (Next.js)
│
▼
API Gateway (FastAPI)
│
├── Authentication Service
├── Customer Service
├── Policy Service
├── Claims Service
├── Workflow Engine
├── AI Agent Service
└── Notification Service
▼
PostgreSQL + Redis + Vector Database
- Next.js
- TypeScript
- TailwindCSS
- shadcn/ui
- Zustand
- React Query
- FastAPI
- PostgreSQL
- SQLAlchemy
- Alembic
- Redis
- Celery
- OpenAI APIs
- LangGraph
- pgvector
- Vector Search
- Retrieval-Augmented Generation (RAG)
- Customer accounts
- Policy lifecycle management
- Claims processing
- Insurance documents
- Renewal tracking
- Producer management
- Conversational insurance assistant
- Coverage gap analysis
- Policy summarization
- AI-powered recommendations
- Predictive analytics
ACORDAI is being designed with enterprise-grade security and operational governance in mind.
Planned controls include:
- JWT authentication
- RBAC authorization
- Audit logging
- Encryption at rest
- Secure API gateways
- Multi-tenant isolation
ACORDAI/
├── frontend/
├── backend/
├── architecture/
├── docs/
├── screenshots/
├── README.md
├── ROADMAP.md
├── SECURITY.md
├── CONTRIBUTING.md
- Landing page
- Insurance operations dashboard
- Customer management module
- Customer details experience
- Policy management module
- Policy details experience
- AI insights UI foundation
- Claims management module
- Claim details experience
- AI fraud analysis UI foundation
- AI Copilot conversational interface
- AI analytics dashboard
- Insurance intelligence workspace
- Backend FastAPI foundation initialized
- PostgreSQL database configuration added
- SQLAlchemy architecture established
- Backend API structure initialized
- Customer database model added
- Policy database model added
- Claims database model added
- User authentication model added
- JWT authentication system initialized
- Login API added
- Password hashing utilities implemented
- Frontend authentication page added
- Database session dependency added
- Customer schemas added
- Customer CRUD API initialized
- Policy CRUD APIs added
- AI policy intelligence service initialized
- Insurance AI analysis endpoints added
- Claims CRUD APIs added
- AI fraud detection service initialized
- Claim intelligence analysis endpoints added
- AI Copilot backend service initialized
- Conversational insurance assistant API added
- Insurance reasoning response layer created
- Workflow task management module added
- Task CRUD APIs initialized
- AI-generated task management UI added
- Insurance document management module added
- AI document intelligence service initialized
- Document analysis APIs added
- ACORD document foundation established
- OpenAI integration added
- Real AI Copilot service upgraded
- Insurance AI reasoning APIs added
- Policy, claim, and document AI endpoints initialized
- Docker production foundation added
- PostgreSQL container setup added
- Backend and frontend Dockerfiles added
- Deployment guide created
- Environment template added
- Enterprise agency tenant model added
- Multi-tenancy foundation initialized
- RBAC permission utility added
- Audit logging model and service added
- SaaS architecture layer established
- Frontend API integration initialized
- Live customer data integration added
- Live policy data integration added
- Reusable frontend API client created
- Frontend login flow integrated
- Token-based authentication added
- Protected routes implemented
- Logout functionality added
- Authenticated API requests initialized
- Live policy creation workflow added
- Policy CRUD frontend integration improved
- Dynamic policy refresh behavior added
- Live claim creation workflow added
- Claims CRUD frontend integration improved
- Dynamic claims refresh behavior added
- Reusable search component added
- Customer search and filtering added
- Policy search and filtering added
- Claims search and filtering added
- Production UX improvements initialized
- React Query data layer added
- Centralized query provider configured
- Customer data hooks implemented
- Customer creation mutation refactored
- API caching and automatic refresh initialized
- Realtime WebSocket architecture added
- Live operational activity feed added
- Frontend realtime hook implemented
- Enterprise event streaming initialized
- Dashboard realtime updates enabled
- LangGraph multi-agent architecture added
- Policy, Claims, Document, and Workflow agents created
- Agent routing logic implemented
- Multi-agent AI API initialized
- ACCORDAI autonomous insurance intelligence foundation established
- Vector database architecture added
- RAG pipeline initialized
- Semantic insurance document retrieval added
- AI knowledge retrieval integrated
- FAISS vector search foundation established
- Multi-agent RAG context integration added
- GitHub Actions CI pipeline added
- Frontend production build scripts added
- Vercel deployment configuration added
- Render backend deployment configuration added
- Production readiness checklist created
- Deployment architecture documented
- Structured logging added
- Request latency monitoring middleware added
- Operational metrics service added
- Metrics API endpoint added
- Frontend system telemetry widget added
- Production observability foundation established
- Redis queue architecture added
- Celery worker foundation added
- Async AI job processing initialized
- Background document, fraud, and policy analysis jobs added
- Async processing documentation created
- Kubernetes infrastructure manifests added
- Backend, frontend, Redis, PostgreSQL, and Celery worker deployments added
- Kubernetes service definitions added
- Kubernetes deployment guide created
- Enterprise container orchestration foundation established
- Terraform Infrastructure as Code added
- AWS VPC infrastructure added
- PostgreSQL RDS infrastructure added
- Redis infrastructure added
- S3 document storage infrastructure added
- Enterprise cloud architecture foundation established
- Helm chart infrastructure added
- Kubernetes deployment templating added
- GitOps roadmap documented
- Enterprise deployment orchestration initialized
- Cloud-native deployment standardization added
- Prometheus monitoring configuration added
- Grafana dashboard planning added
- OpenTelemetry roadmap added
- Alerting rules documented
- Observability guide created
- Enterprise monitoring foundation established
- RBAC authorization architecture added
- Enterprise role and permission system added
- Audit logging service added
- Secure admin APIs added
- Tenant security architecture documented
- Enterprise security roadmap added
- Advanced RAG schemas added
- Hybrid semantic and keyword retrieval implemented
- RAG source attribution added
- Retrieval scoring architecture improved
- Advanced RAG documentation created
- RAG testing guide added
- Autonomous AI workflow engine added
- Policy renewal automation added
- Claim triage automation added
- Workflow APIs added
- Workflow dashboard widget added
- Autonomous AI workflow architecture documented
- Conversational AI Copilot upgraded
- Conversation memory service added
- Chat API added
- Multi-agent Copilot routing integrated
- Frontend live chat UI added
- Conversational Copilot architecture documented
- AI recommendation engine added
- Cross-sell recommendation logic added
- Renewal and fraud recommendation logic added
- Recommendation API added
- Dashboard recommendation widget added
- Recommendation engine architecture documented
ACORDAI is being designed as a next-generation AI-native insurance operating system focused on:
- Insurance workflow automation
- Conversational AI operations
- Intelligent policy analysis
- Claims intelligence
- AI-powered agency productivity
- Enterprise SaaS architecture
- Operational visibility and governance
The platform combines modern cloud-native engineering with insurance-domain AI workflows to create a scalable intelligent agency management ecosystem.
ACORDAI aims to become a fully AI-native insurance operating system capable of supporting:
- Independent insurance agencies
- MGA operations
- Commercial insurance brokers
- Enterprise insurance platforms
MIT License
Baharath Bathula
Building AI-native enterprise platforms focused on data, cloud, and intelligent automation.