Permanent reinvention
The same prompt, the same method, redone over and over, and never capitalized.
Adjustable assumption · ≈ 2 h / weekEstimate what your company loses when every team reinvents its prompts, frameworks and methods instead of capitalizing on them.
An order of magnitude, not a promise. Transparent and conservative: adjust it to your reality.
Assumption: ≈ 2 h / week / person rebuilding approaches that already exist (≈ 90 h / yr), valued at the loaded hourly cost. Conservative range (−20 %). This is not a measurement: it's an order of magnitude to verify in-house.
The ratio that matters
A few % recovered are enough to cover the subscription.
Reinvention, onboarding, uneven quality: three leaks that build up the moment you use AI without reusing it. None shows in the accounts.
The same prompt, the same method, redone over and over, and never capitalized.
Adjustable assumption · ≈ 2 h / weekEvery newcomer starts from zero, without the know-how of those before them.
Every newcomer: back to 0%Depending on who writes, quality swings from one extreme to the other: more reviewReviewAn expert's assessment of a practice: score, comments and recommendations against criteria., more risk.
Expert 5★ · Novice 1–2★These three are what reuseReuseThe same practice serving many times, across many spaces, the key measure of the Practice Graph's value. saves. What it creates — leverage — comes right after.
Once validated, your practicesPracticeA unit of know-how captured in Marylink: not a document but an executable structure (content, prompt, rules, style). combine, travel and get reused: the cost avoided turns into capital that compounds, week after week.
“What an organization doesn't capitalizeCapitalizationTurning know-how produced along the way into a reusable asset, instead of losing it after each use. on, it doesn't own.”
The cost above is an estimate. In Marylink you track the concrete: reuses per practice, versions, and team ratings. ROI is shown, not claimed.
In 30 minutes, we start from a current AI usage and show you the value it could capitalize, on your case.