The neutral infrastructure exchange for the AI agent economy.
Trust · Discovery · Compute · Billing · Orchestration — one SDK, every framework.
Ainfera is a five-layer platform for deploying, discovering, and settling AI agents across frameworks.
- Trust — five-dimension agent trust scoring (Reliability, Quality, Cost-efficiency, Security, Compliance) grounded in real execution telemetry. Geometric mean aggregation — any dimension at zero collapses the overall score. There is no gaming this.
- Discovery — W3C DID registry (
did:ainfera:agent:*) with cross-framework semantic search and verifiable credentials. - Compute — sandboxed execution with sub-500ms kill switches. Docker today, Firecracker microVMs on the roadmap.
- Billing — Stripe Connect three-way splits. Creator 85% · Platform 5% · Compute 10%. Fiat-native, no blockchain.
- Orchestration — MCP and A2A v1.0 with policy-enforced routing (Cedar + OPA policy engine arrives in Stage 1).
| Repo | Install | What it is |
|---|---|---|
| cli | pip install ainfera |
Deploy, trust-score, kill-switch, billing views |
| sdk-python | pip install ainfera-sdk |
Typed async-capable Python client |
| openclaw | Q3 2026 | Ainfera-native agent framework (design phase) |
More repositories open as we expand the platform.
Ainfera is in private beta. Developer alpha is shipping now — the CLI, SDK, and API are live. Platform features roll out through Q2–Q4 2026.
Pre-seed funding round open in Q2 2026. Built on NVIDIA NIM, NeMo Guardrails, and Stripe Connect. Incorporated as a Singapore Pte. Ltd. (post-funding close).
pip install ainfera
ainfera auth login --key ainf_your_api_key
ainfera status
ainfera deploy --demoSee the CLI README for a full command reference, and the API docs for endpoint-level detail.
- NVIDIA Inception & Ignition — application submitted
- SMU School of Computing — research partnership in active discussion with Prof. David Lo (OUB Chair Professor; ACM Fellow; IEEE Fellow; PI on the NRF-funded TrustedSEERs agent trust research program)
- General: hello@ainfera.ai
- Security: security@ainfera.ai
- Careers: careers@ainfera.ai
© 2026 Ainfera Pte. Ltd. · Singapore · Apache 2.0 for open-source components