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A case worth building | A question to investigate

A pilot needs somewhere to go.

A successful demonstration and a purchasable service are different milestones. Our PHARMORIS commercial thesis asks how a focused evaluation could lead to a justified buying decision, with the right people and conditions involved from the beginning.

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Avoid the evaluation with no decision owner.

A team can spend months exploring a technology without anyone being responsible for what happens afterwards. We propose starting every potential pilot discussion with the intended decision: who will review the result, who can authorise continuation and which alternatives they will compare. This does not require a promise to buy. It requires a credible explanation of how the evidence could inform a real organisational decision rather than become an interesting report with no next meeting.

Set the question before agreeing the activity.

A pilot should investigate a defined task, such as preparing a review or coordinating an agreed medicines change. Its inputs, comparator, outputs and duration would be agreed with the prospective partner. The design should separate product learning from claims about operational or clinical outcomes. An exploratory exercise may reveal a better problem definition; a comparative evaluation needs stronger methods. Calling both a pilot should not conceal the different conclusions each can support.

Bring the purchasing constraints into the design.

A useful operational result may still leave unresolved assurance, budget, data access or support requirements. NHS DTAC provides a buyer-assurance reference for relevant digital health technologies (NHS England, n.d.). The actual requirements would depend on the intended use and organisation. We propose mapping these conditions early enough to avoid an evaluation whose positive result cannot be acted on. An assurance discussion is part of planning, not proof that PHARMORIS is approved, procured or ready for a particular setting.

Compare with the existing work honestly.

The evaluation should account for preparation, checking, training and follow-through under realistic conditions. A time saving in one activity may be offset by additional work elsewhere. The Magenta Book provides evaluation-design context; the appropriate method would be chosen for the actual question (HM Treasury, n.d.). We want a comparison a buyer can interrogate, including the baseline's strengths and the uncertainty around the result. That is more useful commercially than a favourable headline the partner cannot defend internally.

A public decision brief | An illustrative example

Open the question.
Inspect the reasoning.

Choose a business question, then look beneath its claim. See what a public source supports, what depends on the local setting and what a useful next step could be.

A medicines or implementation team considering an AI-supported evidence review.

Would a quicker review make the decision better?

The interesting question is the complete piece of work: finding relevant material, checking it, correcting the draft and reaching an accountable decision.

A proposition to investigate

Less preparation. The same ability to challenge.

An evidence-review approach could be useful if it reduces avoidable preparation while preserving source access, relevant qualifications and professional checking. That is the proposed value to test. No time reduction, accuracy improvement or customer result is asserted in this example.

The proposition is constructed for this public brief. It is not a published finding about PHARMORIS.

What the next brief would contain

A decision someone
can commission.

The decision
Whether one defined review task merits an agreed evaluation.
The comparator
The team's existing complete review process, including checking and corrections.
The evidence
Representative cases, source records, reviewer decisions, complete-task effort and exceptions.
Stop or redesign
Stop or redesign if source checking weakens, errors are unacceptable or the complete task offers insufficient value.

Constructed public example | Not PHARMORIS-generated software output or a measured customer result.

Keep this example brief

Define the handover after the evidence.

The proposed output is a decision pack covering results, limitations, implementation conditions and the unresolved cost of operating the service. A potential contract discussion would then define scope, responsibilities, support, data handling and what is being purchased. A pilot fee would not automatically imply a future licence, and a positive finding would not require the partner to continue. Commercial terms should reflect the work supported by the evidence and the obligations both parties can honour.

Make stopping a credible outcome.

A well-designed pilot can end because the benefit is too small, the support burden is too high or the organisation cannot use the result. Those outcomes protect both parties from a larger unsuitable commitment. We propose agreeing stopping conditions before the pilot begins, including consequential output errors, unusable data and an unfair comparator. A partnership should not be trapped by the sunk cost of a demonstration or pressured to provide a testimonial that the findings do not justify.

Capital should shorten the distance to a buying decision.

The investment discussion is about financing bounded learning with a commercial destination: a qualified buyer, a meaningful evaluation and a clear decision afterwards. We would expand only when the result supports further work and the delivery conditions are viable. We would redirect if pilots repeatedly produce interest without purchasing authority or an adoption route. No pilot partner, contract or conversion rate is claimed here. The thesis is a disciplined way to earn those milestones, rather than forecast them as inevitable.

Sources and context

NHS England (n.d.) Digital Technology Assessment Criteria. Available at: https://digital.nhs.uk/services/digital-technology-assessment-criteria-dtac (Accessed: 14 October 2026).

HM Treasury (n.d.) The Magenta Book. Available at: https://www.gov.uk/government/publications/the-magenta-book (Accessed: 14 October 2026).

Another useful angle.

  • Evidence as a commercial asset

    Explore how credible, reusable PHARMORIS evidence could improve buyer understanding, with clear claim boundaries, independent challenge and appropriate rights.

  • Public discovery value

    Examine Constellation public discovery through audience needs, useful engagement and sustainable operation, beginning with a pilot before a permanent museum.

  • PHARMORIS buyer demand

    Examine PHARMORIS demand through a recurring medicines task, an accountable buyer and a realistic purchasing route, with evidence needed before further investment.

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