Financial Services
A Financial Chatbot That Remembers the Last Conversation
- January 1, 1
- Posted by
- RAG, AI Chatbot, Financial Services, Long-Term Memory, Prompt Engineering, LLM, Vector Search
Who they are
The stealth financial startup was building a conversational AI platform for the financial advisory space—a domain where conversations are inherently long-form, context-dependent, and high-stakes. Unlike consumer chatbots that handle simple Q&A, financial advisory conversations span extended sessions covering portfolio strategy, risk tolerance, regulatory considerations, and market analysis. Users expected the system to remember prior discussions, build on established context, and provide increasingly informed guidance over time.
A Report They Gave Away Became a $1.2M a Year Product
- January 1, 1
- Posted by
- AI, Automation, M&A, Productization, Report Generation, Professional Services, Financial Services
Who they are
A lower-middle-market mergers and acquisitions advisory firm, fifteen years in business and almost entirely referral-driven. Its clients are business owners approaching the biggest transaction of their lives, most of them for the first time.

