diff --git a/docs/showcase/perplexity-fincaseai.mdx b/docs/showcase/perplexity-fincaseai.mdx new file mode 100644 index 0000000..f7049e7 --- /dev/null +++ b/docs/showcase/perplexity-fincaseai.mdx @@ -0,0 +1,49 @@ +--- +title: FinCaseAI | AI-Powered Credit Dispute Assistant +description: An AI-powered credit dispute assistant using Sonar Reasoning Pro API for approval/rejection recommendations with detailed reasoning +sidebar_position: 11 +keywords: [FinCaseAI, perplexity, sonar, finance, disputes, fraud detection, sentiment analysis, LLM, AI] +--- + +**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. + +## Features + +* **Approve/Reject Decision Suggestions** with confidence levels and detailed reasoning +* **Fraud Risk Scoring** using keyword and pattern matching algorithms +* **Sentiment and Urgency Detection** from complaint text analysis +* **Sonar API Integration** for intelligent recommendations and structured reasoning +* **Optional Redis Caching** for improved performance and response times +* **Structured Output** with citations and supporting evidence + +## Prerequisites + +FinCaseAI sends case descriptions as structured prompts to the **Sonar API**, asking for: + +- A decision recommendation (approve/reject) +- A brief explanation for the judgment + +The API response is parsed and shown alongside internal fraud and sentiment scores for a complete picture. + +> **Example Prompt to Sonar** +> "_Given the following customer complaint, should the dispute be approved or rejected? Provide a short explanation._" + +## Tech Stack + +- **Frontend**: React + Vite +- **Backend**: Python Flask +- **AI Engine**: Perplexity Sonar API + custom logic +- **Cache**: Optional Redis integration +- **Infrastructure**: Runs locally or deployable via Docker + +## Setup Instructions + +1. Clone the [GitHub repo](https://github.com/PrashansaChaudhary/Perplexity-FinCaseAI) +2. Create a `.env` file with your `SONAR_API_KEY` +3. Run the backend using Flask +4. Start the frontend using Vite +5. Open `http://localhost:5173` and start testing your cases + +## Links + +- [GitHub Repository](https://github.com/PrashansaChaudhary/Perplexity-FinCaseAI)