Method

The Realistic AI Approach

Understand the operation. Fix the process. Apply the technology. Measure the results.

AI is not always the answer. Sometimes a better process delivers more value than new software. Operational efficiency consulting comes before any discussion of tools.

Executives meeting around a conference table
Photo by Ninthgrid on Unsplash

Five steps

  1. Understand

    We learn how your organization actually operates, including processes, systems, people, and performance.

  2. Identify

    We find bottlenecks, repetitive tasks, unnecessary costs, and opportunities for improvement.

  3. Design

    We develop practical solutions that may include process changes, system improvements, automation, or AI.

  4. Implement

    We introduce improvements, test them, train employees, and establish appropriate human oversight.

  5. Measure

    We evaluate operational performance, track results, and continuously improve.

We don’t automate broken processes.

A recommendation has to survive contact with the software, the handoffs, and the people who will still be there on Friday. If an idea cannot be checked in the same units as the baseline, it is not done.

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