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docs/showcase/perplexity-fincaseai.mdx

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title: Perplexity FinCaseAI | AI-Powered Credit Dispute Reviewer
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description: A smart assistant that uses Perplexity's Sonar API to analyze financial dispute cases and suggest approve/reject decisions with reasoning.
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sidebar_position: 12
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keywords: [FinCaseAI, Perplexity, Sonar API, finance, disputes, fraud detection, sentiment analysis, LLM, AI]
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title: FinCaseAI | AI-Powered Credit Dispute Assistant
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description: An AI-powered credit dispute assistant using Sonar Reasoning Pro API for approval/rejection recommendations with detailed reasoning
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sidebar_position: 11
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keywords: [FinCaseAI, perplexity, sonar, finance, disputes, fraud detection, sentiment analysis, LLM, AI]
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**Perplexity FinCaseAI** is a lightweight, AI-powered tool that reviews credit card dispute complaints and assists analysts by suggesting decisions based on fraud patterns, urgency, and reasoning.
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**FinCaseAI** is an AI-powered credit dispute assistant that uses Perplexity's Sonar Reasoning Pro API to analyze financial dispute cases and suggest approve/reject decisions with detailed reasoning. It helps analysts by providing fraud detection, sentiment scoring, and urgency assessment for credit card dispute complaints.
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## Features
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- Approve/Reject decision suggestions with confidence levels
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- Fraud risk scoring using keyword and pattern matching
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- Sentiment and urgency detection from complaint text
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- Sonar API integration for final recommendations and reasoning
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- Optional Redis-based caching for performance
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* **Approve/Reject Decision Suggestions** with confidence levels and detailed reasoning
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* **Fraud Risk Scoring** using keyword and pattern matching algorithms
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* **Sentiment and Urgency Detection** from complaint text analysis
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* **Sonar API Integration** for intelligent recommendations and structured reasoning
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* **Optional Redis Caching** for improved performance and response times
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* **Structured Output** with citations and supporting evidence
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## How It Uses Sonar
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## Prerequisites
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FinCaseAI sends case descriptions as structured prompts to the **Sonar API**, asking for:
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