Portfolio

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AI Claim Analysis Co-Pilot

Turning thousands of scattered warranty claim records into clear, conversational insight — so adjusters spend less time digging and more time deciding.

Insurance and warranty companies process hundreds of claims spanning both structured datasets and unstructured documents — repair invoices, warranty contracts, inspection reports, and damage photographs. Adjusters routinely wrestle with fragmented data asking questions like "Is the alternator covered?", "What's the claim balance?", "Any prior claims on this vehicle?"

Python
FastAPI
Svelte
Tailwind CSS

AI Claim Adjudicator

Automatically reviewing thousands of warranty claims in seconds—approving eligible requests instantly, detecting financial risks, and routing only complex cases for human review.

Warranty and insurance companies receive a huge number of claims every day, but manual adjudication often delays approvals, raises operational expenses, and ultimately results in differences in financial decisions. To tackle such difficulties, Augmantis, sponsored by eComStreet, created an AI Claim Adjudicator that integrates deterministic business logic with cognitive AI to automate claim reviews while maintaining financial accuracy and regulatory compliance. The platform instantly approves eligible claims, flags high-risk cases for human review, validates repair costs, and maintains complete auditability."

Python
FastAPI
Svelte
Tailwind CSS

AI Claim Creator Agent

Conversationally capturing warranty claims, validating policy eligibility in real time, and automatically creating structured claim records; eliminating manual data entry while ensuring complete, accurate, and policy-compliant claim submissions.

The warranty and insurance companies often get FNOL submissions through long and cumbersome forms which annoy customers and result in missing, erroneous, and inconsistent data. Missing car details, faulty VIN numbers, invalid miles, and data entry are common issues which result in inefficiency in the claims process.

Python
FastAPI
Svelte
Tailwind CSS

AI Claims Supervisor Agent

Intelligently orchestrating enterprise claims by routing every warranty claim to the appropriate AI agent or human adjuster based on complexity, financial authority, fraud risk, and business rules; ensuring faster decisions, safer automation, and seamless collaboration between AI and human claims teams.

Warranty and insurance organizations process thousands of claims every day, each requiring different levels of expertise, financial approval, and fraud investigation. While routine claims can be handled autonomously, complex cases involving high repair costs, suspicious activity, customer disputes, or policy exceptions still require experienced human adjusters. Determining the right resource for every claim often becomes a manual process, leading to inconsistent routing, delayed approvals, operational bottlenecks, and increased costs.

Python
FastAPI
Svelte
Tailwind CSS