Flexreport Finance Blog
Notes from the team on how we build AI equity research you can trace back to the source.
- Flexreport Finance and Anthropic's Equity Agent Square Off — September 18, 2026. Flexreport Finance's calling card is producing analyst-grade research at a fraction of the cost of a traditional equity analyst. We can now add Anthropic to the list as well.
- Frontier Models Are No Stock Pickers — September 14, 2026. Since April, each of our four live strategies has run two books from the same shortlist: a mechanical factor screen and a frontier LLM. The screen won in all four. The model ignored the ranking, anchored on what it owned and favored the best-told stories.
- Giving Agents a Mental Model of Financial Markets — August 31, 2026. A tool does not constitute knowledge. Instead of giving an agent a world class set of tools, we've been giving it a world class mental model of financial markets — and Flexreport's MCP now operates inside that framework.
- Solving the AI Hallucination Problem — August 7, 2026. Flexreport's AI equity analyst covers over 2,900 public companies. Here is how we keep it from hallucinating — every figure and claim traces back to a verbatim passage in the source SEC filing.