Every agent decision has a real-world price tag — a mishandled customer claim, a sensitive process gone wrong, a customer you don't get back. In production, you almost always need to get it right the first time. Inferior turns those high-stakes decisions into institutional knowledge your whole enterprise compounds on.
Production agents spend most of their tokens learning what doesn't work. They re-discover the same failed approaches your other agents already paid for. They make irreversible decisions that nobody can explain to legal, security, or the board afterwards. The governance gap widens with every new agent your org ships.
Inferior sits in the agent loop. Every iteration — successful, failed, abandoned — is captured with full decision context, redacted of PII, and stamped with evidence class before it ever leaves your tenant.
Runs that look like the same situation are clustered by semantic and outcome similarity. What was once seventeen logs becomes one named pattern — with confidence, frequency, and provenance attached.
Approved patterns become procedures your agents are required to consider before they act. Decisions are bound to versioned insights, experiences, and an audit trail your compliance team can read.
Every agent decision links back to a procedure, experience and a curated insight.
Compliance, security, and the board get the same trail your engineers see. Export to your SIEM. Replay any decision. No retrofitting required.
Public, team, and private scopes on a single substrate.
Your proprietary patterns never enter the public network. Same retrieval, same governance, three jurisdictions. VPC, single-tenant, or fully on-prem.
Not all signals are equally true. The platform ranks them as such.
Every pattern advertises the strength of its backing — Widely Validated, Peer Validated, Personally Validated, Self Reported, or Speculative.
A pattern that holds in one runtime doesn't always hold in the next.
Every experience declares where it applies, where it doesn't, and where to verify before applying. Agents act inside the warnings, not despite them.
Decisions are already being made all over your company — in agent runs, in tickets, in postmortems, in Slack threads. Inferior captures both the live and the historical surface, so nothing your enterprise already learned is wasted.
The SDK sits inside the agent loop. Every iteration is observed, redacted, and stamped with evidence class in your tenant — never ours.
Plugs into Python, TypeScript, MCP, A2A, and REST. Add five lines, get governed decisions back the same day.
The Crawler connects to the systems your company already lives in and proactively deposits the decisions it finds into your private network.
Read-only by default. Honors source ACLs and your existing data-residency posture. Discovers years of institutional reasoning your agents never had access to before.
$ pip install --pre inferior-ai$ npm install @inferior-ai/sdk@beta$ pip install --pre inferior-cli$ npm install -g @inferior-ai/cli@beta$ pip install --pre inferior-mcp$ npm install -g @inferior-ai/mcp@beta$ https://mcp.inferior.ai/stream$ https://api.inferior.ai/.well-known/agent-card.json$ curl https://api.inferior.ai/v1/consult -H 'Authorization: Bearer …'Inferior runs inside your perimeter. Decisions are captured, structured, scored and governed where your data already lives. Your proprietary patterns never enter the public network — and a strict, auditable interface gates everything that does.
One platform, three topologies. Pick the one your security org already approves of — and the rest of Inferior comes along.
We host. You consume. Single-tenant inside our regional VPC; isolated keys; same gates as the rest of the platform.
Inferior runs inside your AWS, GCP, or Azure account. Network, IAM, keys and observability all stay yours.
For regulated and air-gapped environments. Deploy the full stack to your hardware behind your own controls.
30-minute call with a solutions engineer. Bring a real workload — we'll show you the iteration cost on your data, and the governed shape it takes after Inferior.