Do you build with AI? +
Sometimes. AI can help classify information, draft a first pass, or surface the right context. Before it reaches customers or staff, we define who reviews the result, how data is handled, and what happens if the tool fails.
Can you work with the tools we already use? +
That is usually the starting point. We review the systems, data quality, permissions, and handoffs before recommending a build. If a connection is not reliable or appropriate, we will say so rather than force it into scope.
What does an engagement look like? +
We begin with a short working session to understand the business goal, existing systems, constraints, and decision makers. From there, you receive a defined recommendation and scope before build work begins. The exact cadence depends on the project.
Do you provide ongoing support? +
Support can be scoped after launch for projects that need continued improvements, monitoring, or a regular technical partner. It is discussed up front and is not assumed to be included in every project.