NewData residency: keep every model call in Canada, the US or the EU

Build better agents.

Bonito is the AI operating system for enterprises running agents. The agents themselves, routing across every model and cloud, governance, observability and knowledge, all defined in one file and running on your own cloud accounts.

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Free tier, no card. 0% markup on inference. Works with OpenAI, Anthropic, Bedrock, Vertex, Azure, Groq, OpenRouter and DeepInfra.

Your agent asks for

Bonito gatewaycost routing on

Simple tasks go to a cheaper model; hard ones stay on claude-sonnet-5. Break a provider and watch the traffic move.

SIMULATED · served 0 · rerouted 0 · cheaper 0 · failed 0

One platform, not a router

Everything an enterprise needs to run agents in production.

Most teams stitch this together from a gateway, an observability tool, a vector database and a pile of scripts. Bonito is all of it, on the cloud accounts you already have.

Agents

Build them on a visual canvas, in chat with Origami, or in code. Schedules, approvals, memory, integrations and agent-to-agent handoffs.

Routing

One OpenAI-compatible endpoint across 8 providers. Cheaper models for simple work, failover to an equivalent model when a provider breaks.

Governance

Model allow-lists, spend caps, approval queues, default-deny tool policies, data residency, SSO and RBAC.

Observability

A trace for every agent run, cost per request, agent, team and provider, and one audit log across every cloud.

Knowledge

Upload documents once; every agent and every model can search them. Your originals can stay in your own bucket.

One file

Describe the whole stack in bonito.yaml, keep it in git, and ship it with bonito deploy.

Measured, not claimed

We benchmarked our own routing and published everything.

72 tasks across six enterprise agents. 1,296 conversations, three runs. The corpus, the config, and every raw result are public so you can run it against your own workload.

74%

lower model spend

vs all-frontier baseline

98.15%

accuracy retained

against 99.31% on frontier

2.3x

faster responses

3.5s vs 8.2s average

97.2%

on hard contract review

matching the frontier baseline

Read the benchmark and get the corpus

Why this is structurally defensible

Every other “AI gateway” is owned by someone with a cloud to sell.

AWS Bedrock won’t route to Azure. Microsoft won’t optimize cost across Google. Google won’t audit calls to OpenAI. Their business models structurally prevent it — honest multi-cloud kills the lock-in their margins depend on.

Bonito doesn’t sell a cloud. That’s the moat. We’re the only consolidated platform allowed to be cloud-neutral by design, and the hyperscalers cannot copy us without unwinding their own thesis.

The category is “sovereign AI infrastructure for the multi-cloud reality.” Not an LLM router with extra features.