FinRobot

FinRobot Pro generates equity research reports. A user supplies a company and the system produces a professional writeup covering financial analysis, valuation models and risk assessment, delivered through a research dashboard rather than as raw model output. Its published architecture notes describe two generations running side by side. The first is a fixed workflow of eight independent agents, each returning a validated typed object from a single flattened prompt, with no tools and no shared state between them. The second is an agent harness: a lead agent plus five role specific sub agents for data, analysis, modeling, synthesis and report, working through a loop with fifteen tools, seven of which dispatch fixed research pipelines. The design decision worth noting is that the newer version removes the model's ability to produce a number. Twenty six deterministic operators compute every figure, the model can only call for values already calculated, and failed output is handed back with a reason so the agent can retry. The interface is a React application with a desktop shell. No pricing is published. Every route on the site except the architecture documentation sits behind a sign in wall, account creation is self serve, and the pricing path returns a not found error. Anyone evaluating it has to register or contact the vendor to learn the cost. The absence of a public product tour is worth factoring in. Apart from the engineering writeup there is no feature page, no sample of a finished report and no stated market data sources, so the quality of the output cannot be judged before signing up.