Steven Reiss.Thinker · Researcher · Writer · Advisor

Case 14-312 · AI assistant, organization-wide · Status: cold

Who killed the AI project?

Eighteen months ago the board approved an AI assistant for the whole organization. There was a kickoff, a license budget, a pilot, a rollout plan. Today four people use it, and three of them work in IT.

The budget is gone, the room has gone quiet, and the board wants a name.

A composite case, assembled from patterns across real projects. No single client is depicted, which is why the redactions stay shut.

Project
An AI assistant, organization-wide
Client
stays redacted
Status, month 14
Declared “in consolidation”
Weekly active users
4 of 312
License budget
Spent in full
Training budget
Deferred twice

Scroll to the board ↓

Case 14-312 The AI project, deceased Month fourteen. Four suspects. The tool is not one of them.

0 of 4 suspects filed

The verdict

Nobody in the file did anything unreasonable. Each of the four did the sensible thing from where they sat, which is why the project is dead. The leadership wanted something it could show. The people who would have to use the tool every day were never given a reason to want it. IT and the outside consultant, the two parties in between, did their narrow jobs correctly and went home.

In ten years inside institutions I saw this more than once. A project like this fails because someone introduces a tool and skips the two things that decide whether it lives: whether the people who do the work want it, and whether the organization around them is set up to let them use it.

The tools arrive in weeks. People change how they work over years. If no one is paid to stand in that gap, the pilot becomes a demo, and the demo gets filed under “in consolidation.”

What would have saved it

  • One page instead of eighty slides. A decision the board can own, with names in the owner column.
  • A pilot chosen with the people who do the work, on their tasks and in their language.
  • Training in the week the tool arrives. The harder half of the project, planned and budgeted as such.
  • Rules that fit the house instead of a template. Signed before the rollout, not after.
  • Somebody who stays until people work differently, and who still answers the phone in month fourteen.

I do the harder half. If this case reads like your building, write to me before month fourteen.

stenreiss@gmail.com

← What I offer

Suspect 01 · Case 14-312

The leadership

“They wanted a press release, not a tool.”

Exhibit A · Kickoff mail, day 1

“We are pleased to announce a flagship AI initiative.” The mail names the vendor twice and the affected workflows zero times.

Exhibit B · Steering committee minutes, month 6

License renewal approved in eleven minutes. Training budget moved to next quarter, for the second time.

Exhibit C · The executive demo account

Created with some ceremony in week one. Last login: week two.

The defense

“We funded it and we said it was a priority. Nobody told us that priority is measured in our own calendars, not in our budgets.”

Suspect 02 · Case 14-312

The workforce

“They sat out the pilot.”

Exhibit A · The usage curve

A spike in week one. A plateau just above zero from week six.

Exhibit B · Heard in the canteen

“I tried it. It got our terminology wrong, and I do not have time to check a machine’s homework on top of my own.”

Exhibit C · The workaround

A private chatbot account on a private phone, used daily, for exactly the tasks the pilot was bought for.

The defense

“Nobody asked what we actually do all day. The assistant answered questions we do not have. And the one colleague who got good with it was rewarded with more work, not more time.”

Suspect 03 · Case 14-312

IT & compliance

“They turned a tool into a fortress.”

Exhibit A · The access form

Fourteen fields, two approvals, median waiting time eleven days. The pilot enthusiasm had a half-life of three.

Exhibit B · The data

The assistant could search everything except the shared drive where the actual work lives. Privacy review pending since month four.

Exhibit C · Works-council agreement, version 0.7

Thorough, reasonable, unsigned.

The defense

“Every rule we enforced, somebody above us signed. We were handed the liability and none of the mandate. Security says no when nobody senior says yes.”

Suspect 04 · Case 14-312

The consultant

“Delivered the diagnosis, billed, left before the hard part.”

Exhibit A · Slide 41 of 80

“Quick wins.” None shipped.

Exhibit B · The roadmap

Three horizons, four workstreams, no names in the owner column.

Exhibit C · The final invoice

Paid in month five. The project died in month fourteen. Nobody called the consultant. The consultant did not call either.

The defense

“The diagnosis was right. We were paid to find the problem and name it, not to stay for the year it takes to fix. Nobody writes that contract.”

File note: the diagnosis was right and it changed nothing. This dossier stays in my own records as a warning. It describes the default shape of my industry, and the reason my mandates end when people work differently, not when the deck lands.