Proof-first autonomous trading.
AI-Fi is built for investors who want clear evidence, measurable milestones, and safety gates that stay on.
We built AI-Fi to move trading operations from manual oversight to verified autonomy without losing control.
Traditional quant stacks rely on opaque models, manual gatekeeping, and slow diligence cycles. AI-Fi replaces that with a live proof layer, a safety gate that blocks low-signal trades, and a self-improvement loop that is logged and auditable.
What is different
Investors can see the system running in real time. Proof, safety, and governance are first-class features, not add-ons.
Core building blocks
- Safety GateBlocks trades when signal clarity or coherence drops.
- Proof LayerShadow portfolio, audit logs, and integrity seals for verification.
- Autonomous UpgradesImprovements are tested, logged, and promoted with proof.
- Market SensingMulti-market signals across crypto, equities, and macro feeds.
Why this matters
2010s: Manual oversight
Human approval gates slow decisions and add friction.
2023: Assisted trading
AI suggests, humans decide. Proof remains limited.
2026: Proof-first autonomy
Autonomous execution with live proof and safety gates.
The result is a system that is easier to diligence, safer to scale, and more transparent to investors.
Built by
Common Diligence Questions
Direct answers for investment committees.
Is this a "Black Box" system?↓
Who holds custody of assets?↓
trade-only permissions to your existing exchange accounts or custody solutions (Fireblocks, Copper, etc.). We never touch the principal.