Start with the task, not the technology
An integration should help a person accomplish something specific: find a product, check operational data, prepare a report or initiate a supported workflow. We first identify the user, their permissions and the system that owns the information.
Ways to connect
Depending on your use case, a solution may involve an MCP server, a direct API integration or an AI application that uses selected tools. Client support, authentication and hosting requirements determine the right approach.
- Discover the task and inspect existing systems.
- Design the tool interface and access boundaries.
- Build and test a focused first version.
- Deploy with clear instructions and a plan for maintenance.
What about AI search?
AI search visibility and connecting an assistant to your systems are different capabilities. A business may need either one, both, or neither; the review begins with the outcome you want.
Frequently asked questions
Can this work with existing business software?
Often, if the software offers a suitable integration or API. The first step is to check its capabilities and access requirements.
Can an assistant make changes?
A tool can be designed to perform authorized actions where supported. Whether to expose those actions depends on the workflow and the controls it needs.