INSIGHTS / AK ALPHA DATA

Connect before replacing.

Start with the work

List the decisions people make, the information they need, and where that information lives. A workflow map can reveal repeated data entry, unclear ownership, and reports that arrive too late.

Preserve what works

A useful system does not always need to be replaced. Shared definitions, better data relationships, and a targeted connection may address the problem with less disruption.

Make improvement visible

Agree on what success looks like before making changes. Examples include fewer manual steps, more consistent records, or a report that answers a specific operational question.