Why we're building it
The market is drowning in confident takes. Most "AI" analysis is a language model free-associating over headlines — fluent, fast, and impossible to verify. When it's wrong, nobody keeps score.
futures.exchange takes the opposite stance. Every analysis is computed from real market data through deterministic tools — prices, indicators, flow, volatility, macro context — so the numbers are reproducible, not invented. Specialised agents debate the read, and the result is reconciled into one clear, risk-framed view.
And we keep score. The accuracy ledger logs calls and scores them over time, in public. The goal isn't to sound smart; it's to be useful to someone with real risk on — and to stay honest about when we're not.
What we care about
Grounded, not guessed
Tool-computed numbers over confident prose. If the data can't support a claim, we say so.
Kept honest
A public accuracy ledger scores our calls over time — hits and misses alike.
Risk first
Sizing, invalidation, and survival come before any idea. The copilot's job is to keep you in the game.
Learns with you
A journal that scores outcomes and adapts to your patterns, sharpening the next call.
How we got here
- v0 2025
Daily analysis, by hand
Started as a daily multi-asset analysis habit — ES, NQ, and correlated ETFs — written up and published. The archive on this site is that early body of work.
- v1 2025
Tool-grounded rebuild
Re-architected so every read is computed from real market data via deterministic tools, not free-form generation. Numbers became reproducible instead of asserted.
- v2 2026
Agentic copilot
Multi-agent analysis of price, flow, and macro, reconciled into one view — plus risk-aware coaching and a journal that learns your patterns.
- next soon
Public accuracy ledger
Calls logged and scored over time, in the open. You judge the system on its track record, not its confidence.
Important disclaimer
futures.exchange is educational tooling only and not financial advice. It does not execute trades, manage money, or provide advice tailored to any individual's account. Futures trading involves substantial risk of loss. Non-execution by design (CFTC Reg. 4.14 educational-publisher lane).
Nothing here is a recommendation to buy or sell any instrument, and futures are not suitable for every investor. Past performance and any illustrative figures — including the dated posts in our analysis archive — are not indicative of future results. You are solely responsible for your own decisions; always do your own research and consider seeking advice from a licensed professional.