Client LoginStart Project

CASE STUDY 05 / APPLIED INTELLIGENCE / INTERNAL STUDIO BUILD

Opportunity Engine

A public-business analysis that turns a website and two operating signals into a focused map of practical AI opportunities.

ANALYZE A BUSINESS ↗︎

THE PROBLEM

AI strategy often begins with a list of tools instead of the work that is slow, fragmented, or costly. The result is generic advice, disconnected pilots, and no reliable way to decide what deserves to be built first.

THE THESIS

The useful starting point is business friction. Public positioning, customer journeys, repeated handoffs, and time-consuming workflows can reveal where a connected system could improve conversion, response, or operating leverage.

WHAT WAS BUILT

A system—not
a feature.

  1. 01Structured public website review
  2. 02Business-signal intake
  3. 03Friction and opportunity synthesis
  4. 04Three system concepts tailored to the submitted context
  5. 05Directional business-effect framing
  6. 06A readable opportunity brief designed for discussion

HOW TO TEST IT

Experience the
evidence yourself.

Submit a company website, the change the business wants, and where work gets stuck. The engine returns a directional opportunity brief rather than a generic score.

ANALYZE A BUSINESS ↗︎
TRANSPARENCY NOTE

This is an internal Minor Legend build. It demonstrates capability and design thinking; it is not presented as customer work or evidence of customer outcomes.