Marketplace + Federation + Compliance
AI financial models that pass the audit.
GeFi is where investors, banks, and quants discover, subscribe to, and contribute to federated AI models — with provable training data, hash-chained inference logs, and compliance routing per jurisdiction.
No card required. 100 free inference calls a day on the Free tier.
Why GeFi
Built for the things every other marketplace skips.
Most AI marketplaces stop at "buy a model." GeFi handles the parts that actually matter to a regulated buyer: where the data came from, where the inference ran, and who gets to see the audit log.
-
Federated by default
Train against private datasets that never leave their owner. Models earn revenue every time their gradients improve a strategy.
-
Audit-ready, not audit-friendly
Every inference is appended to a hash-chained log and Merkle-anchored. Auditors get cryptographic proofs, not screenshots.
-
Compliance routing
Each model declares its jurisdictions. We map them to local counsel, KYC tiers, and disclosure obligations automatically.
-
Edge-native
Built on Cloudflare Workers, D1, R2, KV, and Vectorize. Sub-100 ms inference at the edge, billed per call.
-
Risk surface
Live VaR, stress tests, drawdowns, and exposure across every model you've subscribed to — one screen, one number.
-
Sovereign tenants
Regional data planes for US / EU / MENA, with sovereign-cloud options (OVH SecNumCloud, Infomaniak, AWS Bahrain) on the Enterprise tier.
Featured models
Production AI for investors, banks, and quants.
Credit / Risk
FederatedCredit Oracle
Federated credit risk model for SME lending, trained on anonymised loan tape from 14 partner lenders.
- US
- UK
- EU
AUC (out-of-sample): 0.84
Fraud / AML
Fraud Graph
Graph-neural-network fraud detection for card-not-present and ACH transactions, with sub-50 ms inference at the edge.
- US
- UK
- EU
- UAE
Recall @ 0.1% FPR: 0.79
Macro / Investing
Macro Nowcast
Real-time nowcast of US, UK, and EU GDP, CPI, and unemployment from high-frequency alternative data.
- US
- UK
- EU
GDP RMSE (vs final): 0.32 pp
Optimisation / Investing
FederatedPortfolio Optimiser
Mean-variance + Black-Litterman + risk-parity optimiser with federated views from anonymised institutional positioning data.
- US
- UK
- EU
- UAE
Universe size: 10,000+
NLP / Investing
Sentiment from Filings
Extracts forward-looking sentiment, risk language, and management tone from 10-K, 10-Q, 8-K, and equivalent EU/UK filings.
- US
- UK
- EU
F1 (binary tone): 0.91
Trade Finance / Compliance
Trade Finance Doc AI
Reads bills of lading, letters of credit, and inspection certificates. Flags discrepancies, sanctions risk, and dual-use goods.
- US
- UK
- EU
- UAE
OCR accuracy: 99.2%
How it works
Four steps from "interesting model" to "in production".
-
Discover
Browse 60+ models across investing, risk, fraud, and trade finance. Filter by jurisdiction, federated status, or risk class.
-
Subscribe
Pick a tier, complete KYC if needed, and get an API key in under five minutes. Pay by card or onchain.
-
Run
Call the model from your stack, the GeFi dashboard, or our paper-trading sandbox. Every call is logged and provable.
-
Audit
Pull a Merkle proof for any run, export a compliance pack for your jurisdiction, and ship it to your regulator.
Stay in the loop
New models, research, and shipping notes — about once a month.
No spam. Unsubscribe in one click.
Put a federated, audited AI model into production this week.
Free to start. Pro plan unlocks federated participation and live execution.