Platform Capability demo · reference build Deliverable

AI token trading platform: aggregation & matching

Multi-supplier compute aggregation, real-time price matching, balance ledger and reconciliation, API gateway and risk control — a middle layer built to run in production.

This page is a capability demo and reference build. The UI is illustrative — not a delivered artifact for a specific client.

Start a brief → ← All work

Token trading: supplier aggregation, live pricing and gateway risk control (illustrative UI)

Background

Building token aggregation, the hard part was never "call one API." It’s routing, pricing, balances, reconciliation, rate-limiting and circuit-breaking across suppliers — miss any one and scale turns into losses and complaints.

How we do it

01 Supplier aggregation: unify upstream model APIs behind one interface, route by availability and price

02 Real-time price matching: pull upstream quotes, match by policy, expose unified pricing

03 Balance ledger & reconciliation: metering, billing, invoices — line-item traceable and reconcilable

04 API gateway & risk control: auth, rate limits, circuit breaking, audit logs

Reconciliation & billing: usage, amounts, per-line trace and invoices (illustrative UI)

What you get

✓ Aggregation gateway + routing and pricing-policy code
✓ Balance ledger, metering/billing and reconciliation module
✓ Risk control (rate limit / breaker / audit) and ops manual
✓ Load-test report and self-hosted deploy scripts

Outcomes & acceptance

Acceptance standard: suppliers routable, single-point failure auto-breaks and switches
Usage and billing traceable per line item, statements reconcile
Gateway meets production prerequisites for auth, rate-limiting and audit
Compliance note: self-operated charging needs separate ICP/EDI review

Want a system like this? Tell us your goal — feasibility within 24h

Proposal and fixed quote are free. Contract on approval, invoice on acceptance, warranty included.

Start a brief → All work