FinCatch Studio is live — and it's yours to build on
FinCatch Studio has moved out of beta. If you joined early, tested features, or built with us over the past months, thank you. You shaped what this is today.
Studio is an integrated operating environment for financial analysis, where multiple agents work problems in parallel, your knowledge compounds across quarters, and what to do next stays with you. You can do whatever you want simply by chatting with FinCatch Studio.
The Substrate Behind Your Work
Public data is everywhere, but we don't just store hundreds of thousands of reports. We turn them into a reasoning map. Our skills and workflows only work because of this foundation:
- World Map (Knowledge Graph): An event-centric network of supply chains, customers, competitors, and regulatory exposure. Real relationship edges, not guessed peers.
- Your Library: Your private workspace memory. Filings, decks, notes, and past quarters compound instead of resetting every session.
- Corpus: Indexed official filings and transcripts, cited directly rather than paraphrased.
- Multi-Agent Orchestration: Autonomous subagents working in parallel: one gathering, one auditing, one modelling, and one drafting.
What to Try First
- Full Equity Pitch & QC (
/stock-pitch): Go from an idea to a fully cited report, working spreadsheet model, and quality-controlled valuation in one session. - Live Spreadsheet Models (
/financial-model): Control your own assumptions. Live formulas recalculate in chat and export directly to Excel. - Network Swarms & Shocks (
/graph-swarm,/persona-swarm): Simulate how real shocks propagate across connected suppliers, customers, or market cohorts. - Adversarial Debate (
/adversarial-debate): Put two agents against each other on your thesis to unearth the counter-arguments and blind spots you missed. - Scheduled Monitors (
/cron): Automate recurring checks, earnings pulls, and covenant tracking that run in the background.
...plus many more for research brainstorming (/brainstorming), morning market briefs (/morning-brief), peer benchmarking (/ratio-compare), covenant extraction (/extract-covenants), or codifying your own custom workflows.
How We Think
AI earns its place in finance through retrieval and forward simulation. Most tools retrieve and summarize. What sets an operating environment apart is market structure (relationship-first), continuity (research that compounds), and adaptive agents (aligning to your framework).
What We're Building Next
We are currently developing a Memory Graph that captures not just what was done, but why you made each decision. We are also continuously expanding the Knowledge Graph and Corpus so richer primary data is directly verifiable and citable in your work.
Jump in, test it out, and share your feedback with us. If you need any help getting set up or exploring guides, head over to our Support Page.
The FinCatch Team