AI-Powered Claims Automation
Our client is a major U.S. provider of furniture protection plans, operating across 200+ retail stores. With thousands of warranty and damage claims processed monthly, their manual claim review process was becoming unmanageable. The complexity of managing multiple plan durations (1, 2, and 5 years) with varying terms across stores led to slow claim approvals, inconsistent decisions, and high operational costs.

The Challenge
The client’s claims process relied heavily on human review, which created major inefficiencies:
- Extreme Variability: Different protection plans and store-specific policies made every claim unique and complex to evaluate.
- High Volume & Manual Effort: Agents manually reviewed documents and images for each claim — a time-consuming and error-prone process.
- Inconsistent Decisions: Human interpretation of detailed policy language led to uneven claim outcomes and customer dissatisfaction.
- Slow Turnaround: Claims took 2–3 days on average to resolve, causing backlogs and frustration among customers.
Overall, the system was inefficient, unscalable, and costly, with staff overwhelmed by repetitive paperwork and follow-up inquiries.
Our Solution
As experts in AI and Process Automation, eDelta Technologies developed an end-to-end automated claims processing solution by integrating Zoho CRM, AWS S3, and Anthropic’s Claude 3.5 Sonnet generative AI model.
Implementation Roadmap
1. Intelligent, Automated Workflow
The new system introduced a seamless five-step process:
- Claim Submission – Customers submit claims and upload supporting images via Zoho CRM.
- Data Storage – Uploaded files are securely stored in AWS S3 buckets.
- AI Trigger – Claim details and corresponding policy documents are automatically sent to the Claude 3.5 Sonnet API.
- AI Decision Generation – The AI reviews the data and produces an instant decision Approve or Reject with a short summary and detailed reasoning.
- CRM Update & Notification – Results are automatically updated in Zoho CRM, notifying customers in near real-time.
This integrated workflow connected the CRM, cloud storage, and AI to deliver fully automated claim decisions in under two minutes.
2. The AI Decision Engine: Claude 3.5 Sonnet
At the heart of the solution is a custom-engineered prompt optimized for Anthropic’s Claude 3.5 Sonnet model.
Each claim triggers the following process:
- Input Documents:
- Policy Document — The exact plan terms and conditions for the customer’s purchase.
- Claim Details — The user’s written description, product details, and damage evidence.
- AI Task: The model acts as an intelligent claims adjudicator and produces a structured output:
- Decision: APPROVED or REJECTED
- Short Reason (2 lines): A concise summary of the decision rationale
- Detailed Explanation: A comprehensive justification referencing relevant policy clauses
This ensures transparency, fairness, and auditability in every claim decision.
The Results
The transition to an AI-powered claims system delivered transformational business outcomes:
- 99% reduction in processing time — From 2–3 days to less than 2 minutes per claim.
- 100% elimination of manual reviews — Routine claims now handled fully by AI.
- 98% improvement in decision consistency — Standardized outcomes across all stores.
- 70% reduction in operational costs — Savings through reduced labor and faster processing.
- Improved customer satisfaction — Faster responses and fair, transparent decisions.
Staff were redeployed to customer engagement and exception handling, maximizing human value where it matters most.
Conclusion
By implementing this generative AI-powered automation system, eDelta Technologies transformed the client’s claims management process from a manual, error-prone workflow into an intelligent, scalable, and future-ready operation.
This case study highlights how AI integration can revolutionize core business functions — delivering speed, accuracy, consistency, and measurable ROI. The client now operates with a modern, fully automated claims platform that enhances both operational efficiency and customer trust.
Looking to transform your claims or document review process with AI automation?
Schedule a Free Consultation with eDelta Technologies’s AI Experts
