BI-301b · Module 2

Quantifying Dark Assets

4 min read

A dark asset without a number is an opinion. A dark asset with a number is evidence. Quantification transforms "we're faster than competitors" into "our implementation averages 14 days versus the industry median of 31 days — 91st percentile across 47 peer companies." The number does three things: it makes the claim specific, it makes the claim testable, and it makes the claim memorable. Executives remember percentile rankings. They forget qualitative superlatives.

  1. Absolute Quantification Measure the dark asset in its natural units: days for implementation time, percentage for retention rate, dollars for cost savings. This is the raw number. "Implementation averages 14 days." Simple, specific, verifiable.
  2. Relative Quantification Compare the absolute number against the peer group. "14 days versus peer median of 31 days." The relative comparison provides context — 14 days means nothing without knowing what peers achieve. CIPHER's peer-group methodology provides the benchmark.
  3. Percentile Ranking Convert the relative comparison into a percentile. "91st percentile across 47 peer companies." The percentile is the most powerful expression because it communicates position, not just comparison. 91st percentile means "better than 9 out of 10 peers." That sentence sells.