AI Integration

Bring intelligence into everyday work.

Useful AI starts with a task your team already needs to do. We help connect assistants and automations to business workflows, defining the information they can use, the actions they can take, and where a human stays in control.

01 / THE SCOPE

The work behind
the outcome.

We shape the engagement around your priorities, existing environment, and the people who will put the result to work.

  1. Choose the right task

    Map a specific workflow, its inputs, and the decisions it requires. Identify where AI assistance is useful and where conventional automation is the better fit.

  2. Connect with boundaries

    Plan access to approved business information and systems. Define permissions, human approval steps, and failure handling before an assistant becomes part of daily work.

  3. Evaluate in context

    Test representative tasks against agreed expectations for answer quality and behavior. Use the results to refine the workflow and decide what is ready for release.

02 / MOVING FORWARD

Something clear to
take forward.

Depending on the agreed scope, your engagement can include:

  1. A prioritized use case with agreed boundaries and success criteria.
  2. A scoped assistant or automation connected to approved workflow inputs.
  3. Evaluation results and an operating guide for human oversight.

Planning the engagement

The right implementation depends on data quality, access permissions, and the consequences of an incorrect output. Scope should account for ongoing evaluation, provider costs, and clear ownership after launch.

Let’s make
your next move count.

Tell us what you want to change. We’ll help you shape the right software and AI conversation around your priorities.

Talk to TechDuet