Key takeaways
- Reduce AI agent costs with proper context management
- Enterprise agent governance and knowledge management
- Agent context optimization best practices
We’re just a little over halfway through the year, and already the business press is full of stories about companies burning through their annual AI budgets in a manner of months. A lot of this cost can be attributed to waste: agents pull in every document they can find, stuffing irrelevant context into every API call, and handing the model far more than it needs to answer the question. As the saying goes, “Garbage in, garbage out,” except now you’re paying for the garbage for every call. And those payments may become even more expensive soon, as more AI model providers switch their billing models from flat subscription fees to metered consumption charges.
Every surplus document that isn’t sent to a model saves money. When you give an agent exactly the right context, you give it less to process, which means you’ll get cleaner, better answers grounded in enterprise knowledge, and a smaller bill from whoever runs your model.
This kind of optimization is the impetus behind two capabilities now available in Boomi Agentstudio: curated business glossaries from Boomi Meta Hub that can be directly attached to your agents, and a single enterprise knowledge layer from Boomi Knowledge Hub that any agent can draw on to find the right context, quickly and efficiently. (For now, Knowledge Hub is available only to customers in the Knowledge Hub early access program.)
The Business Context Your Agents Need
An agent without business context will guess at the context it needs.
There’s a better way. Meta Hub grounds your agents in curated business definitions, so terms mean what your organization says they mean rather than what the model infers. Knowledge that used to live in a few people’s heads becomes data every agent can access. Universal lineage lets you trace exactly where each definition and data flow comes from.
With Boomi, your agents reason from shared, accurate context, and your people stop spending their days hunting down the one person who knows how a term is defined.
The Knowledge Layer Your Agents Can Trust
Please note that knowledge bases in Agentstudio are currently only available for customers who are part of the Knowledge Hub early access program.
Knowledge Hub gives every agent access to proprietary business knowledge through a single governed layer, so the context they pull is the context that matters. Retrieval becomes more precise, fewer irrelevant documents end up in prompts and agent accuracy improves because the model reasons over the right material instead of sifting through noise.
Governance comes built-in. You manage knowledge for every agent in one place, expose knowledge bases as native MCP tools, and keep both your agent workloads and your data workloads running inside your own infrastructure.
Manage Agents and Data in One Platform
When teams address agent context at all, they far too often end up stitching context tools and agent tools across separate systems, which adds latency, complexity, and one more place for governance to slip. Boomi provides a single, unified platform for managing agents and the data they rely on to make decisions and take action. Every component of the agent lifecycle — agent building, connectivity, context, governance, and runtime — lives on on the platform.
With Boomi, you get:
- Agents built and run in one place: Design agents quickly in a no-code environment in Agent Designer, manage them in Agent Garden, and monitor them in Agent Control Tower.
- Connectivity to enterprise tools and systems: Connect agents to over 1,000 enterprise applications, including SAP, Salesforce, Workday, ServiceNow, and beyond, plus native MCP support.
- The data agents depend on, managed alongside them: Take advantage of Knowledge Hub for unstructured knowledge, Meta Hub for business definitions, and Data Hub for golden records, all with lineage.
- Governance at every level: Govern agents with access controls, guardrails, instant kill-switch, audit logging, token tracking, and more. Register agents no matter where they were built, extending to Amazon Bedrock, Salesforce Agentforce, Microsoft Copilot, and Snowflake Cortex.
- Deployment that follows your architecture: Choose from the cloud, hybrid, or on-premises and behind the firewall, with regional clouds in the U.S., U.K., Japan, and Australia.
Context is what separates an agent that sounds confident from one you can trust with confidence. Meta Hub and Knowledge Hub give your agents that context, and give you the control to scale agents responsibly and productively
Want to learn more? Explore Boomi Agentstudio today.