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After the demo

Amit Amir · Co-founder & CEO

What a vendor means when they say done

Because delivered and used are measured by different people. A vendor closes when the scope is signed off and the system is live. The business only benefits when the work actually happens inside it. Nothing in a normal contract measures the second, so nobody is accountable for the distance between them.

A brushed metal edge lying across warm cream, catching a single thin highlight along its bevel, a second edge receding out of focus behind it.

A system goes live on schedule. The scope was met, the tests passed, the training sessions were held and attended. Eleven months later somebody asks how many people are using it and the honest answer is a number nobody wants to say out loud.

Nothing went wrong in the sense that anybody could be blamed. The project did what the project was defined to do.

There are two definitions of done, and only one is in the contract

A vendor is done when the agreed scope is delivered and accepted. That is a real, checkable event with a date, and it is what the commercial arrangement is built around. It has to be: you cannot write a contract against a state of mind in somebody else's organization.

The business is done when the work has moved. When the site engineer records the variation in the system instead of in a message, when the month closes from the record rather than from a spreadsheet somebody rebuilt.

The first definition is a date. The second is a habit. Contracts are good at dates and have almost nothing to say about habits.

The distance between the two is where most of the disappointment in enterprise software lives, and it is nobody's job by default.

The same gap is opening again, faster

This is not a new problem, but it is being reproduced at speed by the current wave of deployments. Deloitte surveyed 3,235 respondents across 24 countries for its 2026 State of AI in the Enterprise and found the two ends moving apart.

21%
of organizations have a mature governance model for agentic AI, while 74 percent expect to be using agents at least moderately by 2027.
Deloitte, 2026 State of AI in the Enterprise, January 2026, n=3,235

Read that as a delivery statistic rather than a governance one. Governance is the part that arrives after the thing is running: who reviews it, who is accountable when it acts, what happens when it is wrong. Three quarters intend to deploy and a fifth have decided who owns the result.

Gartner's forecast points at the same seam.

over 40%
of agentic AI projects are predicted to be cancelled by the end of 2027, citing escalating costs, unclear business value and inadequate risk controls.
Gartner, press release, 25 June 2025

That is a prediction rather than an observed rate, published in June 2025 about a window that has not closed. Read it as a description of where the risk sits, never as a measurement of what happened. The difference between the two is how most enterprise statistics go wrong.

Escalating costs and unclear business value are both symptoms of the same thing. They are what a project looks like from the finance side when it was delivered and then not used.

Why the vendor is not there when it matters

Not because anybody is cynical. Because of how the work is shaped and paid for.

The expensive, uncertain, unglamorous part of any deployment is the tail: the exception nobody mentioned, the department that quietly kept its old spreadsheet, the field one user refuses to fill in because filling it in makes their number look worse. That work is impossible to scope in advance, which means it is impossible to price in advance, which means it sits outside the contract that was signed.

Most vendors arrive at the last stage of the work. It is the stage that decides whether any of the earlier ones mattered.

We say that knowing it describes a commitment we have to fund. It is why our delivery involves a person sitting inside the client organization rather than a handover document, and why that is expensive. A model of how a company works is not something anyone can specify from outside it.

What to put in the contract instead

The fix is not a longer statement of work. It is measuring the second definition of done, in the units the business already runs on, agreed before anything starts.

  1. A usage measure that is about the work, not about logins. Share of variations recorded in the month they occurred, not seats activated.
  2. A date for that measure that is well after go-live. Ninety days is when the exceptions have surfaced and the novelty has worn off.
  3. A named owner inside the business, not inside the vendor, who is accountable for that number.
  4. An agreed answer to what happens when a department refuses. Somebody will, and the plan cannot be that the vendor persuades them.
  5. A standing decision about who resolves a conflict between departments once the system is live, because the disagreements do not stop at go-live.

A vendor who will not accept a usage measure in the contract is telling you something useful about where they intend to be in month four. It is worth asking early, when the answer is still cheap.

The honest version of this argument

Every vendor including this one has a commercial reason to describe the last stage of the work as the important one, because it is the stage we sell. That is worth saying rather than hiding.

The test is whether the claim costs anything to make. Promising to stay through adoption is expensive: it means staffing months that produce no new revenue, on work that cannot be scoped. A competitor who copies the sentence has just promised to fund it too.

The difference between a system that was delivered and a system that is used is whether anybody was still there when it got difficult.

What that looks like in practice, stage by stage, is on how we work.

Q&A

Why is a system that went live on time still not being used?

Because delivery and adoption are measured by different people against different definitions. A vendor is done when the agreed scope is accepted, which is a date. The business is done when the work has moved into the system, which is a habit. Most contracts measure only the first.

What should a contract measure besides go-live?

A usage measure expressed in the units the business already runs on, such as the share of variations recorded in the month they occurred rather than seats activated, with a date well after go-live and a named owner inside the business who is accountable for it.

Why do vendors disappear after go-live?

Because the tail of a deployment cannot be scoped in advance and therefore cannot be priced in advance, so it falls outside the contract that was signed. The exceptions nobody mentioned and the departments that quietly kept their old process are exactly the work no statement of work anticipated.

Are most agentic AI projects going to be cancelled?

Gartner predicted in a press release of 25 June 2025 that over 40 percent of agentic AI projects would be cancelled by the end of 2027, citing escalating costs, unclear business value and inadequate risk controls. That is a forecast about a window that has not closed, not a measurement of what has happened.

How many organizations have governance in place for AI agents?

Twenty one percent. Deloitte's 2026 State of AI in the Enterprise, published January 2026 with 3,235 respondents across 24 countries, found 21 percent with a mature agentic governance model against 74 percent expecting to use agents at least moderately by 2027.

Where does this break in your organization?

Tell us about one process you actually run. We answer with what we would look at first, not with a deck.

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