PMI Digital

Adoption risk assessment.
Manager capability that stays.

You approved the investment. How much of it will your people actually use? PMI Digital forecasts how much of a transformation’s value is at risk, and in which divisions, before it is lost. Then we teach your managers to secure it. They keep that skill for every change that follows, so you stop paying for change management every time something changes.

The business case promised $5 million a year. Where did it go?

A company invests $2,500,000 in a new system. The business case promises $5,000,000 a year in savings: $1,000,000 from cheaper licenses and maintenance, and $4,000,000 from people working the new way, at $8,000 a year for each of 500 people. The board approves it.

Then the benefit does not arrive. The software works. The people do not use it: the old spreadsheets stay open in a folder, the workaround survives, and someone else runs the report for the manager who never learned how.

Each shortfall gets a reason in a meeting. A minute later the meeting moves on, and the loss is never counted. It is not one company’s problem.

88%

of business transformations fall short of their original ambition. Bain, 2024, more than 24,000 initiatives.

5%

of corporate AI pilots show a measurable profit impact. MIT, 2025. Every company is investing in AI now.

70%

The figure everyone quotes began in 1993 as an admitted guess. No study has ever backed it. Hughes, Journal of Change Management, 2011.

Transformations rarely fail on strategy. They fail on adoption: people keep working the old way, because no one taught them the new one.

Count the loss before it happens.

A Pre-Mortem forecasts how much of the promised benefit each division is likely to deliver, and how much is at risk. It can run before the money is committed, during the rollout, or after it, when the results are not arriving.

How to read it: each bar is a division’s forecast adoption, meaning how many of its people are likely to work the new way. Next to it is what that division was expected to save, and how much of that is at risk. Green is 75% or more working the new way, yellow 50 to 74%, red under 50%.

Add the divisions together and Meridian has $2,000,000 a year at risk, half of its adoption savings, before anyone has noticed. Two divisions carry most of it.

Pre-Mortem forecast

Meridian Components (fictitious)
$2,500,000total investment
$5,000,000promised savings a year
$4,000,000of it from adoption
DivisionPeopleExpectedAt riskForecast adoption
Sales Operations80$640,000$96,00085%
Finance60$480,000$96,00080%
Customer Service120$960,000$432,00055%
Production Planning140$1,120,000$784,00030%
Logistics100$800,000$592,00026%
Meridian total500$4,000,000$2,000,00050%
Adoption savings at risk, per year$2,000,000
Green 75%+Yellow 50–74%Red under 50%
Each person working the new way saves $8,000 a year. Expected assumes everyone in the division works the new way; at risk is the part the forecast says will not arrive. Meridian Components is fictitious and continues the example in our two-page brief. The result at no cost shows every division and names one; the full report names them all, down to each manager.

We assess the risk. Then we build the capability to remove it.

Adoption risk assessment

Everyone in the organization, from the CEO to the front line, completes the Pre-Mortem©, a short eight-minute questionnaire. It forecasts adoption for every team and converts it into money at risk by division, using your own investment figures.

It can run before the money is committed, during the rollout, or after it, when results are not arriving.

Manager capability that stays

Your managers learn our own training method, unique, easy to pass on and easy to repeat, in which the manager is the star: the manager shows the new work, has each person try it, corrects it, and confirms it is used in daily work.

They keep that skill. The next system, process or upgrade does not need outside change managers, even when all that changed was a button.

What the forecast means in money.

The same illustrative company, worked through. Every figure comes from the company’s own investment plan and its employees’ answers. Results are reported in the currency you work in, whether US dollars, yen, won or baht.

Total investment$2,300,000 system and $200,000 adoption$2,500,000
Promised savings$1,000,000 system and $4,000,000 adoption, as approved$5,000,000 / yr
Adoption savings at risk250 of 500 people forecast not to work the new way, at $8,000 each$2,000,000 / yr

The full report separates the amount at risk into three parts, so your CFO sees a figure that does not double-count:

  • Delayed: benefits that arrive late because adoption is slow.
  • Not realized: benefits that will not arrive without action.
  • Already spent: licenses and training paid for and not used.

The decision for the executive is simple: what is it worth to protect $2,000,000 a year on a $2,500,000 investment?

From forecast to verified adoption, in four steps.

  1. 1

    The Pre-Mortem

    At no cost

    The company-wide forecast, the result for every division, and one division named with the funds at risk in it.

  2. 2

    The full report

    Delivered in person

    Every division and manager, the money at risk in each, and an adoption plan for every manager.

  3. 3

    Manager-Led Diffusion

    120 days

    Every manager teaches the new work and confirms it is used, with a method that is easy to pass on and repeat. The divisions most at risk receive more support.

  4. 4

    Executive Adoption Reviews

    Day 30, 60 and 120

    With the CEO and sponsor: where adoption is verified, where it has stalled, and whether results move up the chain, not just instructions down.

Training scores tell you how the course went. Not whether anyone changed.

On one rollout, reports looked perfect for months. Then a manager began taking leave at every month-end, because that was when the reports had to be run in the new system, and he had never learned how. Someone else was doing it for him.

Training score100%
Adoption0%

We are not a change management firm.

We do not sell months of consultant time, stakeholder maps, communication plans or readiness surveys, and we do not run your transformation.

Your managers own adoption, and responsibility rises with each level, up to the CEO. We assess the risk, give your managers the method, and check that it is working. When we leave, the capability stays.

Built on published measurement, not a proprietary story.

Charles B. Pribyl, CEO. Former Gallup managing consultant who built the Asia business in North Asia, based in Tokyo. Resident in Japan since 1987.
Neuroscience. First author of an fMRI study of engagement, selected as a Top 3% Paper by the Society for Neuroscience and covered by the New York Times.
Measurement at scale. Lead developer of a behavioral EQ scale used in 6 languages and 11 countries, with about 200,000 people measured.
On the record. 19 peer-reviewed papers and 50 conference presentations. Permanent Director of the Japan Society for Research on Emotions and editor, Japan Association of Applied Psychology.

References available on request. Media coverage is cited for factual attribution; no endorsement is implied.

Cover of The Death of Change Management by Charles B. Pribyl

The Death of Change Management: Manager-Led Diffusion

The full argument, the science behind it, and the operating model that replaces activity with adoption. Kindle, paperback and hardcover.

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Find out how much of your investment is at risk.

For executives about to commit, or already committed, to a transformation, a system, a merger or an investment: a short conversation about what a Pre-Mortem would forecast for your organization.

Request a Pre-Mortem