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AI & Automation

Assistants and automations that take on real tasks, with people in control.

Overview

Useful AI starts with a specific task. Wilco helps scope and build assistants, integrations and automated workflows around business needs, with evaluation and human review designed into the process.

For teams exploring a repetitive workflow, an internal knowledge task or an AI feature that needs a dependable path from idea to use.

What you get

  • 01Workflow discovery and feasibility assessment
  • 02Prototype or scoped assistant implementation
  • 03API and system integrations
  • 04Evaluation criteria, human review and handover guidance

How we
approach it

01

Choose the task

Map the workflow, users, data and failure consequences. Decide whether AI is appropriate or a simpler automation would work better.

02

Build and evaluate

Test a narrow version using representative scenarios. Assess output quality, integration behaviour and where human review is needed.

03

Introduce carefully

Agree access, monitoring and ownership. Expand the scope only when the results justify it.

Related
work

All work
Read: What belongs in the first version of a digital product?

Questions

Can an AI assistant use our internal knowledge?

That can be considered after reviewing data access, permissions, source quality and the task. The project should define what the assistant can access and when it must defer to a person.

Do you build only chatbots?

No. A useful solution may be an assistant, a connected workflow, a classification step or an API integration. Discovery determines the form.

How do you handle unreliable outputs?

The scope should include representative evaluation cases, clear limitations and human review for consequential actions. We do not treat a convincing response as proof of correctness.

More ways we help