Multi-AI governance and cost control
Control AI access, spend and observability across agents, tools, models and MCPs.
TOP TEAMS BUILD AND SCALE AI WITH UNITY GATEWAY
Governance, observability and spend controls across AI
As AI adoption expands across agents, tools and workflows, Unity Gateway helps organizations manage cost, security and governance across their AI estate.
Govern AI everywhere
Apply consistent governance across Databricks-hosted AI, external models, coding agents, agent harnesses, MCPs and AI frameworks without locking teams into a single provider or stack.
Control access and AI spend
Control your AI estate with centralized policies, contextual guardrails, identity-aware controls, budgets, rate limits and spend governance to keep AI aligned with business requirements.
End-to-end AI observability
Capture prompts, traces, tool calls, payload logs, audit logs and policy decisions across every AI interaction to monitor behavior, investigate incidents and support compliance.
Build and run enterprise AI with confidence
Manage model access, costs, security and observability in one place, without slowing developers downCatalog and govern AI services, agents, MCP servers and tools with centralized runtime controls and visibility.
Track token consumption, enforce budgets and manage AI costs across users, teams, applications and model providers.
Route AI traffic across models and harnesses based on quality, cost and performance, with load balancing and automatic failover.
Apply identity-aware policies that control what agents can access, what actions they can take and which tools they can use.
Monitor prompts, traces, token usage and tool activity with Lakewatch and Unity Catalog-governed inference tables.
More features
Manage your entire AI estate on one gateway
Run, supervise and share agents above any harness, hosted on Databricks
Omnigent runs your agents above the harnesses you already use, so you can compose Claude Code, Codex and custom agents in one workflow. Contextual policies (e.g., progressive safety and cost controls) are enforced at runtime through Unity Gateway, and every session is traced in MLflow and shareable with a single link.
Usage-based pricing keeps spending in check
Only pay for the products you use at per-second granularity.Build governed AI with Databricks
Explore how our suite of products integrates seamlessly to enhance your agentic estate.
Unity Catalog
Unity Catalog governs the data, models, functions and tools that power AI systems. Unity Gateway extends those controls to AI interactions, observability and runtime policy enforcement.
Document Intelligence
Parse, extract and classify enterprise documents at scale with built-in governance for agentic AI.
Agent Bricks
One place to build, deploy and orchestrate custom AI agents that know your data, run on any model and stay governed end to end.
Omnigent on Databricks
Hosted Omnigent on Databricks lets teams run existing agent workflows as managed, governed services with built-in runtime controls.
Model Serving
Effortlessly deploy and manage all types of models with a unified interface. Integrate with Unity Gateway for advanced governance and scalability.
Model Training
Fine-tune an open source model like Llama 3.1 efficiently with our robust infrastructure.
Managed MLflow
Managed MLflow enhances MLflow, an open source platform developed by Databricks for building better models and AI apps, focusing on enterprise reliability, security and scalability.
Discover your next steps
Unity Gateway FAQ
Ready to become a data + AI company?
Take the first steps in your transformation