Delivery, Accountability and Leadership
Welsh Government has told Digital Health and Care Wales, formally and in writing, that it does not report risks honestly, that it cannot demonstrate value for money, and that its escalation framework is theatre. DHCW's response was to ask Microsoft Copilot to write its assurance commentary. The AI obliged.
28 May 2026 · 16 min read
Welsh Government to Digital Health and Care Wales, in writing, on 6 January 2026:
"There is a perception that risks and failure to deliver milestones are not being reported and escalation to WG in a timely and transparent manner."
Digital Health and Care Wales to its own board, on 30 April 2026, by way of a summary generated by Microsoft Copilot:
"The overall picture is qualified confidence rather than systemic delivery failure or uncontrolled delay."
Between those two sentences sits the question of whether Digital Health and Care Wales (DHCW) — the direct continuation of the nationally disgraced predecessor organisation, the NHS Wales Informatics Service (NWIS), run by largely the same leadership team — is capable of telling the truth about itself. Two weeks before the Copilot output was read aloud at a public board sub-committee, the Welsh Government had escalated DHCW to Level 4 — Targeted Intervention with concerns over "delivery, accountability and leadership". (See DHCW Now at Level 4 for the silent imposition of the escalation.) The phrase appears verbatim three times in the formal escalation paper presented to the same board sub-committee. Leadership is the new word. It had not previously been named in DHCW's escalation grounds.
The criticism received from Welsh Government is detailed, formal, and on the record. The response presented to the board has been generated by an AI tool sold by the same supplier whose £226.9 million contract DHCW had approved fourteen days earlier. (See £226 Million. 25 Minutes. No Risks to Escalate.)
This article documents what DHCW was told, and how DHCW chose to present it.
The Director-General's Letter, 6 January 2026
DHCW remained at Level 3 — Enhanced Monitoring — through the end of 2025. On 6 January 2026, the Director-General for Health and Social Care / NHS Wales CEO wrote to DHCW with formal feedback on the continuity of its Level 3 escalation. The letter is quoted verbatim in DHCW's own Escalation Status Update paper, prepared for the Portfolio Delivery Committee meeting of 30 April 2026. (Item 5.1, section 3.4.)
The Director-General's seven bullets:
- "Progress made against the escalation milestones — not translating into the level of change, improvement and transparency that WG expected."
- "Escalation framework is too transactional."
- "Focus needs to be on system leadership, engagement, stakeholder perceptions, programme planning/reporting."
- "There is a perception that risks and failure to deliver milestones are not being reported and escalation to WG in a timely and transparent manner."
- "DHCW must focus efforts to change stakeholder perceptions, and this will be aided by delivering on your core priorities."
- "Needs to be greater scrutiny and objective assurance in relation to programme delivery, risk and engagement."
- "As system leaders, you need to look beyond your own organisations and guide the health and care system across Wales in adopting appropriate digital solutions, including system oversight on those programs that you are not leading upon."
What the letter contains, in plain English:
- Outcomes do not match outputs. DHCW is ticking boxes, not changing the system.
- The improvement plan is process theatre.
- The failures are cultural and systemic, not technical.
- DHCW does not tell Welsh Government when things go wrong, on time.
- DHCW is not trusted by the people who depend on it.
- DHCW's assurance is self-assurance. It needs to be assured by others.
- DHCW cannot retreat into its own organisational boundaries when accountability is uncomfortable.
At the 30 April 2026 Portfolio Delivery Committee, the Director of Corporate Affairs Chris Darling — who sponsored the Escalation Status Update paper that quotes the Director-General's seven bullets in full — chose to summarise that letter to the public board sub-committee in a single phrase. He said the Welsh Government "felt the plan was too transactional." Seven documentary bullets reduced to one phrase, in public. Six of the seven bullets — including the bullet alleging that DHCW does not honestly report risk — were omitted from the public summary.
The Cabinet Secretary's Letter, 12 February 2026
On 12 February 2026, the Cabinet Secretary for Health and Social Care, Jeremy Miles MS, wrote to DHCW following the 29 January Public Accountability Meeting. (Reference DC/JMHSC/00046/26.) The letter is published on Welsh Government's website. It is a Cabinet-Secretary-level confirmation of the Director-General's January criticism — and it adds three specific charges of its own.
On benefits and value for money:
"It is clear the organisation remains some distance from being able to consistently quantify return on investment, articulate realised benefits across Wales or demonstrate the scale of digital investment is matched by measurable improvements for citizens and clinicians."
A Cabinet Secretary stating, on the public record, that the organisation responsible for £200 million per year of NHS Wales digital spend cannot demonstrate value for money after five years of operation.
On the pace of governance reform:
"I welcome the shift you described towards more agile programme structures, clearer milestones, more frequent testing cycles, and the increased involvement of chief executives in shared decision-making. These are positive steps, but they have been a long time in development, and you must shift to this approach immediately."
The phrase "a long time in development" is uncharacteristically blunt for a Cabinet Secretary's correspondence. It is a polite way of saying the reforms DHCW had described as imminent had been promised before, and were overdue.
On risk reporting — the same complaint as the Director-General's fourth bullet, now repeated by the Cabinet Secretary:
"My clear expectation is DHCW must alert Welsh Government significantly earlier when risks threaten delivery, avoiding the pattern of late notification that undermines system confidence and disrupts operational planning across Wales."
Two letters, six weeks apart, from two different levels of government, naming the same failure: DHCW does not tell Welsh Government about its problems on time.
Level 4: "Delivery, Accountability and Leadership"
On 8 April 2026, six weeks after the Cabinet Secretary's letter, Welsh Government escalated DHCW from Level 3 to Level 4. (See DHCW Now at Level 4 for the manner of the announcement, which was none.)
The Escalation Status Update paper presented to the Portfolio Delivery Committee on 30 April records the basis for the escalation, in DHCW's own words. Verbatim:
"On the 8 April 2026 Welsh Government confirmed DHCW's escalation status had increased to Level 4 — Targeted Intervention, with concerns around delivery, accountability and leadership." (Section 3.5.)
"DHCW has been further escalated to Level 4 — Targeted Intervention on 8 April 2026, with concerns relating to delivery, accountability and leadership." (Section 5.1.)
"Level 4 escalation will involve direct intervention by Welsh Government and NHS Performance and Improvement to assess capability and capacity to deliver and implement the required improvements and support." (Section 4.5.)
The phrase "delivery, accountability and leadership" is repeated three times in the same paper, in three different sections. The repetition is not accidental. Each repetition occurs in a paragraph where the basis of the escalation is being stated formally.
Delivery and accountability had been named in the original Level 3 escalation in March 2025. Leadership is new. It is the first time the escalation grounds have explicitly named the people responsible, rather than the systems they are responsible for.
What does Level 4 mean in practice? The Escalation Status Update paper answers: "direct intervention by Welsh Government and NHS Performance and Improvement to assess capability and capacity." It is the highest tier of NHS Wales escalation short of Special Measures. Only Betsi Cadwaladr University Health Board sits higher.
DHCW's planned response to Level 3 — its Phase 2 Enhanced Monitoring Improvement Plan — had been submitted to Welsh Government on 16 March 2026. The Escalation Status Update paper records what happened to it:
"This Enhanced Monitoring Phase 2 plan was shared with Welsh Government and discussed at the Integrated Quality, Performance and Delivery (IQPD) meeting held on the 16 March, no feedback has been received on this plan to date, and with the increased escalation to Targeted Intervention — Level 4 escalation, further feedback will be sought on the status of this plan in the context of the diagnostic review planned as part of the new approach to escalation Level 4." (Section 4.4.)
In summary: DHCW submitted a plan. Welsh Government did not respond. Welsh Government instead escalated. Phase 2 is now dead.
The paper is signed off by Helen Thomas, Chief Executive — and previously a Director of NWIS, that same predecessor body. (Footer attribution: Author Chris Darling, Approver Helen Thomas.) The same Helen Thomas who, eight days earlier, had been apologies-absent from the Extraordinary Board Meeting that approved the largest contract in DHCW's history. She signs the formal documents. She does not attend the meetings.
The Response: Microsoft Copilot
The Portfolio Delivery Committee that met on 30 April 2026 had two principal items of business after the WICIS, LIMS and RISP assurance reports. The first was the Escalation Status Update quoted above. The second was the Major Programmes Report — a five-page document setting out the RAG-rated status of every major programme in DHCW's portfolio. (Item 5.2.)
The Major Programmes Report was prepared by Yasamin Henson, Principal Planning Manager, and approved by Ifan Evans, Executive Director of Strategy. Its opening sentence in section 4 — Specific Matters For Consideration — is unambiguous:
"The portfolio health has declined."
It records two programmes as Red — LIMS 2.0 and Audit+ Replacement — and three as Amber/Red. It records that LIMS 2.0 has experienced status changes Q3 → Q4 such that its "delivery [is] no longer feasible within 2025/26". It records that Audit+ Replacement "has deteriorated to Red due to low buy-in of the in-house solution, which has been placed on hold while alternative options are under urgent review".
Ifan Evans presented the report at the meeting. His presentation took an unusual form. Rather than narrate the report directly, he told the committee that he had asked Microsoft Copilot — the AI assistant included in Microsoft 365 — to read the papers and summarise them. He presented the AI's output as the assurance commentary. The Copilot prompt was, by his account, developed jointly with Sam Lloyd, the Executive Director of Operations who had led the negotiation of DHCW's £226.9 million Microsoft Enterprise Agreement, signed off at an Extraordinary Board meeting fourteen days earlier.
Evans's verbatim framing, from the meeting transcript:
"One of the things that we're trying to do across the organisation is to use more, use AI more… in this strategy executive space, I'm using AI and co-pilot to get a, let's call it a middle neutral view. That is what AI is good at doing… use AI to tailor that and try to get a sort of a neutral objective independent view. It's a lot cheaper than using consultants to do that. And a lot quicker as well. So what I'm going to play back is a co-pilot view of the question, the prompt — and I'm grateful to Sam. Sam leads the M365 and the co-pilot. So we're working together on this."
His own further explanation of why he had outsourced the assurance commentary:
"I'm very, very proud of the program and project teams, and that can sometimes veer into being defensive. So use AI to tailor that."
The Director of Strategy of an organisation escalated by Welsh Government for "accountability and leadership" concerns told his board sub-committee that he had used the supplier's AI tool to neutralise his own admitted defensive bias, in front of a board with no AI literacy challenge, two weeks after his organisation had paid £226.9 million for the licences.
Evans then read the Copilot output to the committee:
"The overall picture is qualified confidence rather than systemic delivery failure or uncontrolled delay…"
The board accepted the AI's framing without question.
What Copilot Did Not Say
The Copilot summary read aloud at the Portfolio Delivery Committee can be compared, line by line, against the Major Programmes Report it was summarising. Both documents are public. The differences are striking.
On portfolio health. The Major Programmes Report opens with: "The portfolio health has declined." The Copilot summary, as read by Evans, said the picture was "qualified confidence rather than systemic delivery failure or uncontrolled delay." The actual report's diagnosis — declined — does not appear in the summary.
On LIMS 2.0. The Major Programmes Report records LIMS 2.0 as Red, with the diagnosis "Delivery no longer feasible within 2025/26 due to continued delays, significant UAT defects, decoupled deployments, deferred tranches, and critical path activities extending into 2026/27, alongside a fixed end-of-life backstop of July to exit TCL2016." The Copilot summary, as read by Evans, described LIMS as having "recently shifted into an amber red space." The report says Red. The summary said amber red. The report says delivery is no longer feasible. The summary said the programme had shifted to a different status colour. The TCL2016 end-of-life backstop — meaning DHCW will be running an unsupported clinical laboratory system in the period after July when LIMS 2.0 is incomplete — was not mentioned by the AI.
On Audit+ Replacement. The Major Programmes Report records Audit+ Replacement as Red, freshly downgraded from Not Assessed, with the diagnosis: "low buy-in of the in-house solution, which has been placed on hold while alternative options are under urgent review." Audit+ is the GMS-funded clinical audit tool used by every Welsh GP practice. Its supplier withdrew from the Welsh market in April 2024. DHCW's in-house replacement is now on hold. The contract end is April 2027.
The Copilot summary, as read by Evans to the committee, did not mention Audit+ at all.
The single new Red programme on the portfolio — the one most directly affecting frontline general practice — was absent from the assurance commentary.
The differences between the Copilot summary and the report are not random. They are systematically softer. Declined became qualified confidence. Red became amber red. A Red programme disappeared. Evans's stated purpose for using the AI was to "strip out subjective judgments". The judgments stripped out were exclusively the unflattering ones.
The Pattern
The Director-General's six-week-old letter accused DHCW of failing to "report risks and failure to deliver milestones in a timely and transparent manner." The Cabinet Secretary's six-week-old letter named the same failure. The Welsh Government's three-week-old escalation paper named "delivery, accountability and leadership" as the basis for Level 4.
DHCW's response, presented to its own board sub-committee on 30 April 2026, was an AI summary of its own papers, generated by Microsoft Copilot, prompt-engineered by the Director of Strategy and the Director of Operations who negotiated the Microsoft contract, and softened in three identifiable ways relative to the underlying report.
In the same period:
The Chief Executive, Helen Thomas, was apologies-absent from the Extraordinary Board Meeting that approved the £226.9 million Microsoft Enterprise Agreement. She is named as the required signatory of the Contract Award Paper. (Item 2.1i, section 9.) She approved the Escalation Status Update paper that records the Level 4 grounds. (Item 5.1, footer.)
The corporate risk register was reorganised. Risk DHCW0352, "Delivery of 2025-2026 Milestones", was removed from the register. The reason recorded in the Corporate Risk Report: "The risk is closed, with the position managed as an issue through IMTP delivery narrative, quarterly PPMG oversight and performance reporting." (Item 5.3, section 4.6.) LIMS and RISP both missed their flagship 2025-26 milestones. The corporate risk of missing milestones has been quietly downgraded from risk to issue. The risk did not stop being real. It stopped being labelled as risk.
The pattern is internally consistent. Verbal admissions are softened. Written admissions are reframed. Risks are reclassified. The criticism received is summarised away. When a tool is required that can neutralise organisational defensiveness more effectively than human judgment, Microsoft Copilot is purchased at scale and the prompt is written by the people who negotiated the purchase.
What Comes Next
The Portfolio Delivery Committee meets again on 6 August 2026 — three months after the meeting at which Microsoft Copilot wrote the assurance commentary. Between now and then, the Welsh Government has said it will undertake the "diagnostic review planned as part of the new approach to escalation Level 4." No timeline has been published.
DHCW's Phase 2 Enhanced Monitoring Improvement Plan, submitted on 16 March, will not receive feedback in the form it was submitted. It will be superseded by the Level 4 diagnostic. The plan that DHCW's board oversaw, scrutinised, and approved is now without status.
The Director-General's seven-bullet letter of 6 January 2026 has not, on the public record, received a substantive written response from DHCW. The Cabinet Secretary's letter of 12 February 2026 has not, on the public record, received a substantive written response from DHCW.
Microsoft Copilot's view of DHCW's portfolio, delivered on 30 April 2026, was that the picture is "qualified confidence rather than systemic delivery failure or uncontrolled delay."
The Welsh Government has reached a different conclusion. It has placed the organisation in Targeted Intervention with concerns over delivery, accountability and leadership.
One of these views is correct. The other was generated by software DHCW pays for.
CareNHS invites a response from DHCW and the Welsh Government to the matters raised in this article. If received, we will publish them in full.
This article is based on the DHCW Extraordinary Board Meeting of 16 April 2026 (full transcript and agenda papers), the DHCW Portfolio Delivery Committee meeting of 30 April 2026 (full transcript and 91-page agenda papers), the Welsh Government Cabinet Secretary's letter of 12 February 2026 (Reference DC/JMHSC/00046/26), and the Welsh Government's NHS Wales Escalation and Intervention Arrangements page. All quotations from the Director-General's 6 January 2026 letter are reproduced verbatim from the DHCW Escalation Status Update paper presented at the 30 April 2026 Portfolio Delivery Committee, item 5.1, section 3.4.
Related: Accountability as Alibi — the governance system built as its own shield | DHCW Now at Level 4 — Targeted Intervention — the silent imposition of the escalation | £226 Million. 25 Minutes. No Risks to Escalate — the Microsoft contract approval | What They Admitted | Wales Deserves World-Class Digital Health Leadership
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