Platform

Features

GeFi is a marketplace, a federated training network, a compliance router, and an audit trail — in one platform.

Marketplace

A curated catalogue of production AI models for finance. Filter by category (investing, risk, fraud, compliance, trade finance, ESG), jurisdiction, federated status, and risk class. Every model has a public scorecard with self-reported metrics, a sample inference, and a price.

  • Stripe + onchain payments. Pay by card, ACH, or wallet. Developers are paid out on rev-share or fixed-license terms.
  • Try before you buy. Every model has a paper-trading sandbox and a 100-call free tier on the playground.
  • Versioning. Subscribers pin to a specific model version. Authors can ship breaking changes without breaking subscribers.

Federated learning

Train against private datasets that never leave their institution. Contributors earn revenue every time their data improves a model.

  • Aggregation runs on Cloudflare Workers + Durable Objects.
  • Differential privacy budgets are tracked per dataset and surfaced in the dashboard.
  • Contributors can revoke participation at any time and trigger a re-train without their gradients.

Compliance routing

Every model declares the jurisdictions it covers (US/SEC, UK/FCA, EU/MiFID II, MAS, ADGM, FSRA, etc.). The platform routes:

  • The customer’s KYC / KYB to the appropriate provider and tier.
  • Disclosure obligations to the right legal language.
  • Material events to a per-jurisdiction lawyer + auditor directory.

You can ship to a new geography without ever talking to a separate compliance vendor.

Audit log

Every inference is appended to a hash-chained log and Merkle-anchored daily.

  • Per-run proofs. Anyone with a run_id can fetch a Merkle inclusion proof and verify it offline.
  • Per-tenant proofs. Auditors can request the entire Merkle frontier for a date range.
  • Tamper-evident. Any rewrite of the log breaks the chain — auditors detect it immediately.

Risk surface

A single dashboard for everything you’ve subscribed to:

  • Real-time VaR (1-day, 95% / 99%, parametric + historical).
  • Daily stress tests against a configurable scenario library.
  • Exposure decomposition by model, asset class, geography, and counterparty.
  • Drawdown alerts piped to email, Slack, or webhook.

Sovereign tenants

Enterprise customers can run a dedicated regional data plane on:

  • EU: OVH SecNumCloud (SecNumCloud-qualified) or Infomaniak (Swiss, ISO 27001).
  • MENA: AWS Bahrain or G42 Cloud (UAE).
  • US: AWS GovCloud on request.

Data residency and retention policies are enforced at the platform layer, not by your team.

Ready to see it on your data?

Book a demo See pricing