📖 Project Story: Cassie – Your Personal AI Loan Agent

🚀 About the Project

Finding the right loan is often a complex and time-consuming process, filled with confusing financial products and endless paperwork. Cassie is an AI-powered loan agent designed to simplify this journey effortless. By analyzing a user's financial needs, Cassie instantly recommends the best loan options from top financial institutions, using seamless voice interaction for an intuitive and personalized experience.

💡 What Inspired Us

We chat with some leads asking simple questions and common denominator was: Why is applying for a loan still so complicated? Traditional financial advisory services are slow, biased, and often inaccessible. With the rise of AI, we saw an opportunity to democratize loan guidance making it instant, unbiased, and available to everyone, anytime.

🛠️ How We Built It

Cassie was developed using:

ElevenLabs → For real-time voice interactions, ensuring natural, conversational engagement.
Make → To automate workflows, manage API requests, and webhooks to process interactions seamlessly.
OpenAI → For LLM-powered financial insights and personalized recommendations.
Gemini → For LLM-powered fastest personalized responses.
Google Sheets → For lead tracking and data storage.
Google Gmail → To deliver the email.
Google Forms → To request documentation.
Lovable → To create a simple, engaging landing page where users initiate conversations with Cassie.

⚡ Challenges We Faced

Selecting the Right AI Stack
- We explored direct API integrations and Make for a scalable, no-code approach.
Generating Meaningful Loan Recommendations
- To have financial data accurate, we fine-tuned AI responses based on industry lending criteria.
Optimizing Response Time
- We fine-tuned ElevenLabs API calls to ensure response times in fewer seconds, delivering a real-time, seamless user experience.

🎯 What We Learned

AI-powered financial guidance must be simple and conversational for users to trust it.
Seamless integrations between voice AI, workflow automation, and financial logic create an intuitive user experience.
Speed mattersmaintaining fewer-second response times significantly enhances usability.