ThinkChain is a financial AI agent platform founded in 2023 and headquartered in London, UK. It is designed for professionals in private equity, professional investing, lending, and real estate. The platform lets users build a custom knowledge base by ingesting documents and external sources, which AI agents then query to produce real-time financial analysis. The platform ships three primary agents: a Discover agent that searches the user's knowledge base for informed answers, an Analyst agent that generates financial models including DCF, LBO, IRR, and Monte Carlo simulations in real time, and an Auto agent that can construct an entire workflow from scratch by autonomously sourcing and organizing content. Users can evaluate deal flow, compare new deals to historical ones, and generate spreadsheets and charts without manual modelling. Vertical-specific use cases are documented for private equity (deal-flow evaluation and due diligence), real estate (cap rate sensitivity, occupancy tracking), and lending (covenant analysis, downside scenario simulation). Portfolio management features include BUY/SELL/HOLD recommendations derived from continuous asset monitoring. Beyond the financial product, ThinkChain has also launched Agent Interviews (agentinterviews.com), an AI-powered qualitative research platform for conducting interviews and surveys at scale, along with an MCP server released in November 2025 that connects Claude and other AI assistants to Agent Interviews data via OAuth 2.0. Key features: - Discover agent: queries self-built document knowledge base for contextual answers - Analyst agent: real-time DCF, LBO, IRR, and Monte Carlo simulation generation - Auto agent: autonomously builds workflows and knowledge bases from uploaded documents - Deal-flow evaluation: compare new deals to prior ones with scenario modelling - Portfolio monitoring with BUY/SELL/HOLD recommendations - Real estate-specific analysis: cap rate sensitivity and occupancy rate tracking - Lender risk tools: covenant analysis and downside scenario simulation - Agent Interviews MCP server for AI-assisted qualitative research (launched Nov 2025)
Free tier (limited agents, basic document ingestion, limited daily messages); Professional tier at $99–$499/month per seat (advanced agents, unlimited messaging); Enterprise pricing available on request.