bhuvank143/claimgaurdai

How bhuvank143/claimgaurdai works

ClaimGuard is a multi-line insurance FNOL investigation and triage platform. Customers submit claims and evidence through the web interface; the backend registers submissions, investigates relevant evidence and coverage, and presents findings, evidence requests, and a handler-tier recommendation in an operations workspace. The README describes motor, property, and gadget-specific vision, adaptive evidence recovery, cross-claim matching, and weather checks. The backend is concentrated in one large module, so its distinct responsibilities are shown as separate nodes sharing that source path. The duplicated claimguard/ tree is not mapped separately. Some feature relationships are documented in the README rather than visible in the excerpts.

Main entry points: main.py Investigation Loop · app.js Claim Intake UI · claimguard.db Claim Database · media.py Media Processing

Components 18

User Experience

Claim Intake UI frontend/app.js
Operations Workspace frontend/app.js

Claim Investigation

Claims API backend/main.py
Investigation Loop backend/main.py
Accident Vision backend/main.py
Property Vision backend/main.py
Gadget Vision backend/main.py
Cross-Claim Matching backend/main.py
Weather Verification backend/main.py
Handler Tier Recommendation backend/main.py

Evidence and Recovery

Media Processing backend/media.py
Evidence Navigator backend/main.py
Claim Evidence Files claimguard/data/uploads

Policy and Persistence

Policy Verification backend/policy_docs.py
Claim Database claimguard/data/claimguard.db

Other components

Customer
AI Provider
Claims Handler

Connections 20

Customer → Claim Intake UI: submits claim README.md
Claim Intake UI → Claims API: posts claim frontend/app.js
Claims API → Media Processing: processes uploads backend/main.py
Claims API → Claim Evidence Files: stores evidence
Claims API → Claim Database: records claim
Claims API → Investigation Loop: runs investigation README.md
Investigation Loop → Accident Vision: dispatches motor README.md
Investigation Loop → Property Vision: dispatches property README.md
Investigation Loop → Gadget Vision: dispatches gadget README.md
Investigation Loop → Cross-Claim Matching: matches claims README.md
Investigation Loop → Weather Verification: checks weather README.md
Investigation Loop → Policy Verification: verifies coverage backend/main.py
Investigation Loop → AI Provider: requests analysis
Investigation Loop → Evidence Navigator: requests missing evidence README.md
Evidence Navigator → Claim Database: tracks requests
Evidence Navigator → Customer: requests uploads README.md
Investigation Loop → Handler Tier Recommendation: recommends tier README.md
Claim Intake UI → Operations Workspace: opens claim view frontend/app.js
Operations Workspace → Claims API: fetches claim frontend/app.js
Operations Workspace → Claims Handler: presents findings README.md

Drawn by GitDiagram on November 14, 2026 from the repository's file tree, README and source files. Read as Markdown ·