Making enterprise AI accessible and manageable
Bonito is the unified control plane for multi-cloud AI. Connect your AWS Bedrock, Azure OpenAI, and Google Cloud Vertex AI accounts, then manage all your models, deployments, routing, and costs from a single platform — so you can focus on building great products instead of wrangling providers.
What Bonito Does
Modern AI teams use models across multiple cloud providers — Claude on AWS Bedrock, GPT-4o on Azure OpenAI, Gemini on GCP Vertex AI. Managing them separately means scattered dashboards, unpredictable costs, and fragile integrations.
Bonito unifies all of this. One OpenAI-compatible API gateway with intelligent routing and failover. One dashboard for cost tracking across every provider. One place to deploy models, activate new ones, set up routing policies, and manage your entire AI stack.
Platform Capabilities
Multi-Cloud Gateway
One API endpoint for AWS Bedrock, Azure OpenAI, and GCP Vertex AI. OpenAI-compatible format works with any existing SDK.
Intelligent Routing
Cost-optimized routing, failover chains, and A/B testing across models and providers. Route traffic based on cost, latency, or capability.
Deployment Provisioning
Deploy models directly into your cloud — AWS Provisioned Throughput, Azure OpenAI deployments, GCP serverless — all from one dashboard.
Enterprise IAM
Quick Start managed roles for evaluation, or Enterprise least-privilege policies with exact minimum permissions per capability. Terraform templates included.
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.