Making enterprise AI accessible and manageable
Bonito is where teams build better AI agents. Connect your AWS Bedrock, Azure OpenAI, Google Vertex AI, and direct provider accounts, then build and run governed agents — routing, knowledge, creative generation, cost, and audit — from one platform, so you can focus on outcomes instead of wrangling providers.
What Bonito Does
Enterprises running agents end up stitching together a gateway, an observability tool, a vector database, a policy layer and a pile of scripts, spread across three or four clouds and a dozen model providers. Nobody can say what an agent did, what it cost, or whether it was allowed to.
Bonito is the AI operating system that replaces that stack. The agents themselves, routing across every model and provider, governance, observability and knowledge, on your own cloud accounts, with 0% markup on inference. Describe it all in one bonito.yaml, keep it in git, and ship it with one command.
Platform Capabilities
Agents
Build agents on a visual canvas, in chat with Origami, or in code. Schedules, approval queues, persistent memory, integrations and agent-to-agent handoffs.
Routing Across Models and Providers
One OpenAI-compatible endpoint across OpenAI, Anthropic, Bedrock, Vertex, Azure, Groq, OpenRouter and DeepInfra. Cheaper models for simple work, failover to an equivalent model when a provider breaks.
Governance
Model allow-lists, spend caps, default-deny tool policies, approvals, data residency (CA, US, EU), SSO/SAML and RBAC, with SOC 2, HIPAA, GDPR and ISO 27001 policy checks.
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 and every agent and model can search them. Originals can stay in your own bucket.
One File
The whole stack in bonito.yaml, deployed with the CLI. Also available through the API, the dashboard and an MCP server.
Our Values
Security-First
We never store your AI request or response data. Encryption everywhere, least-privilege IAM templates, and compliance built in.
Developer Experience
OpenAI-compatible gateway, Python CLI, clean APIs, and an intuitive dashboard. Tools that get out of your way so you can ship faster.
Cost Transparency
No hidden fees, no surprise bills. Full visibility into every dollar spent on AI across all your cloud providers.
The founder
A career spent inside large enterprise stacks — and what's missing in every one of them.
Shabari has spent the last decade building and operating production infrastructure across financial services, telecommunications, and enterprise software — most recently at TD and Fidelity (via Cognizant). Across every engagement the same pattern: AI workloads sprawling across three or four clouds, no consolidated view of cost, no audit trail that compliance can answer with, and no team comfortable making the routing decisions that matter.
Bonito is the layer Shabari kept watching enterprises try (and fail) to build internally. One ledger across OpenAI, Anthropic, Bedrock, Vertex, Azure, and Groq. One audit log. One control surface. Structurally cloud-neutral because no hyperscaler can be — their lock-in margins depend on it.
In stealth with enterprise design partners since February 2026. Reach the team at hello@trybonito.com.