Put AI to work
for your business.

Practical AI & automation

Useful help, where work happens.

You do not need a large technology team or an ambitious overhaul to get started. We can focus on one recurring task, connect the information it needs, and build a tool your people can actually use.

Help customers find answers

Make your services, products, policies, and other approved information easier to find and use. A customer or a compatible AI assistant can get relevant details and find a clear path to contact your team.

Turn inquiries into useful next steps

Collect the details you need, organize requests for information or quotes, and prepare a response for review. Your team decides when and how to follow up.

Connect the systems you already use

Bring together documents, product catalogs, business applications, and existing APIs where access permits. We can also build a small custom application when the right tool does not exist yet.

Give AI agents a way to work with you

We can create an MCP interface, a standard way for compatible AI tools to discover information and use explicitly permitted actions. That might mean looking up a product, gathering requirements, or submitting an inquiry. We can also document and publish the interface so compatible agents can find it. Discovery and search placement depend on outside platforms and are not guaranteed.

Built to be understood and controlled.

An AI agent is software that can work through a task and use tools. We build the surrounding application that gives it instructions, access to the right information, and boundaries. Depending on the job, people can review drafts or approve actions before anything consequential happens.

We can use Hermes for agent workflows and Langfuse to examine steps, errors, model usage, and costs. These tools help you see what happened and improve the workflow over time. Access controls, data handling, and retention are designed for the project; no system can promise perfect answers.

Start small. Know what you are paying for.

We will identify a useful first workflow, discuss the systems and information involved, and agree on an hourly rate, priorities, and any spending cap before work begins. Model usage, hosting, and third-party services can have separate ongoing costs; we will discuss these as part of the scope.

How working together works → · More about agent interfaces →