Prioritize AI opportunities from discovery

This public demo mirrors a common deliverable shape: discovery translated into a practical, RICE-like prioritization model for the next 90 days. Content is fictionalized and rounded—roles, systems, and volumes are illustrative, not measurements of any one organization.

90-day focus Time saved weighted highest Revenue growth weighted second Balanced for speed and risk

Scoring methodology

How the scorecard was built

This scorecard uses a tailored, RICE-like framework. It is designed to help Employee 1 and Employee 2 compare opportunities in a business context, not just a technical one.

Thinking framework

What each score means

Reach: how often the workflow occurs and how much of Employee 1 or Employee 2’s week it touches.
Impact: a blended view of time saved and revenue leverage over the next 90 days. Impact receives 2x weight in the weighted total.
Confidence: how clear the workflow is, how ready the current systems appear, and how feasible a first version looks.
Effort: the practical implementation effort required for Atten-X and the client to build a first production-worthy version together. Lower effort is rewarded, and effort also receives 2x weight in the weighted total.

Interactive scorecard

Filter and compare opportunities

Review the full opportunity set, sort the rankings, and click any project to open a deeper explanation in a modal.

Search Owner Category Sort by Show recommended starters only

Opportunity	Owner	Reach	Impact	Confidence	Effort	Score	Hours Saved/wk

Click any row to open the opportunity detail modal. The score is a weighted comparison tool, not an absolute truth. Impact and effort each receive 2x emphasis. The recommendation section below highlights two illustrative starters—not an exhaustive priority list.

Suggested starters

Recommended starting projects

These two opportunities illustrate a plausible starting pair—high-frequency sales hygiene plus the core quote-to-proposal path—still fictionalized and non-prescriptive.