Defining the system boundary is the first step in any systems-dynamics analysis. It is also the step most often skipped — and skipping it is how analyses produce confident recommendations aimed at things no one can actually change, or ignore the things they can.
Everything inside the boundary is something the analysis treats as subject to change. Everything outside is treated as context — real but not the focus of intervention. Elements on the boundary are the uncertain ones: partly within reach, partly not. Drawing the boundary wrong in either direction produces characteristic failures. Too narrow, and the analysis misses the feedback loops that regenerate the problem from outside the frame. Too wide, and it recommends interventions that require actors or authority the reformers do not have. Both errors look like rigorous analysis. Both waste effort.
Inside the System (DHCW can observe and influence)
- The ~1,263 staff and their allocation across programmes
- 9+ major programme portfolios and their delivery pipelines
- Vendor / contractor relationships (~£1.25B contract portfolio)
- Internal culture, hiring, retention, knowledge management
- Programme management methodology and delivery practices
- Stakeholder engagement with health boards and clinicians
- Board governance and executive decision-making
- Leadership selection, promotion, and accountability mechanisms
- Internal information control and the sanitisation machine — what gets reported in real time, what gets curated out before publication. 107 documented sanitisation instances and 237 hiding-intent passages across published board and committee minutes; in one transcript the curation ratio fell to 10.7%
- Whistleblowing infrastructure — how concerns are actually handled. A functional infrastructure is the operational machinery that produces psychological safety; DHCW’s is captured by L9: Whistleblower Suppression
- The 23 off-payroll workers operating as a shadow workforce
Outside the System (environment, treated as fixed constraints)
- UK-wide digital talent market and salary competition
- NHS Wales structure (7 health boards, 3 trusts as sovereign bodies)
- Patient population needs and demographics
- Technology vendor market dynamics (Microsoft, InterSystems, CGI, etc.)
- Welsh political and electoral cycles
- Employment Tribunal legal proceedings
- Patient-safety outcomes across NHS Wales — the downstream effect that motivates the entire analysis. WPAS-linked harm, eMPI patient-record mixups, the cross-NHS-Wales PSBA outage all originate inside DHCW; the patient-experienced consequences accrue outside DHCW’s direct control, on a ledger that money cannot reverse
On the Boundary (uncertain influence)
The boundary elements are the most analytically important category, because they are where the system’s actual reach diverges from its formal reach.
Welsh Government as funder and overseer — formally an external control, but the deep evidence base establishes a stronger finding than partial capture: Welsh Government materially shaped the failure conditions. DPIF cut from £33M planned to £28M allocated (2024-25). Capital funding for e-referrals and the integration hub refused in November 2025 while milestones requiring those systems remained on the books. LIMS compressed from a four-year programme to two (Sell, PDC February 2025). Recruitment frozen via remit letter while delivery was tightened. Red RAG ratings pressured down (Evans, PDC November 2024). When the funder is materially shaping the failure conditions, the funder cannot be treated as a fixed external constraint. Reformed by Intervention 6: Reform the Funder.
The patronage pipeline — a pre-DHCW phenomenon with entirely internal effects. Three successive NHS Wales CEOs emerged from a single health board (ABUHB), via a pipeline controlled by Andrew Goodall (Welsh Government Permanent Secretary, formerly ABUHB CEO) and Judith Paget (Director General Health & Social Services, formerly ABUHB CEO). In December 2020 — four months before DHCW’s founding board meeting — Helen Thomas, Rhidian Hurle, and Ifan Evans were awarded UWTSD Professor of Practice titles via the Wales Institute of Digital Information. The pipeline operated during the NWIS era and was imported into DHCW; the structural finding sits at Why this Blueprint, section 1. The origin sits outside DHCW; the effect is the executive cohort that runs it.
Senedd Public Accounts Committee — formally an external scrutiny body, but with explicit reform agency under Intervention 6: mandating hearings, requiring testimony, commissioning Audit Wales investigations, scoring remit-letter content against milestone load. PAC cannot day-to-day manage transition, but it can install the structural conditions under which any successor leadership operates.
Cabinet Secretary for Health and Social Care — formally external. But the minister’s February 2026 (“a pattern of late notification that undermines system confidence”) and March 2026 (“complex, data-heavy, burdensome, lacks transparency and does not drive improvement”) public critiques of the WG-DHCW escalation framework materially shaped what reform looks like. When the minister chooses to act on the framework itself, the minister is on the boundary.
The carenhs.org evidence campaign — external to DHCW, but the existence and accessibility of its material materially shapes DHCW behaviour. It functions as an alternative information flow that bypasses the information fortress — an external element that alters internal dynamics.
The boundary itself has moved over the five-year window. Three of the sharpest internal counterweights — Chair Simon Jones, NED Rowan Gardner, Interim Chair Ruth Glazzard — were inside the system and have departed by 2025-26. Their loss is a structural change to what the system contains, not a personnel matter; the reform must rebuild that counterweight inside the boundary, not assume it survived the failure.
Why This Matters
The blueprint targets what is inside the boundary. Interventions aimed at “outside” elements (changing the Welsh Government budget cycle, or Wales’ share of the UK talent market) require different tools and different actors. Interventions aimed at boundary elements (restoring the oversight function) must be designed with the knowledge that the boundary itself is contested.
Many previous analyses of DHCW have failed at this step. Internal reviews draw the boundary too narrowly — they scope out leadership behaviour and governance capture because those are uncomfortable to name. External reviews draw it too widely — they recommend changes to funding structures or cross-government coordination that no single reform can deliver. And reviews that treat Welsh Government as fixed external context miss that the funder materially shapes the failure conditions: DHCW is co-authored, not merely supervised.
This analysis draws the boundary where the evidence places it. Leadership conduct, information control, the sanitisation machine, and accountability mechanisms are inside. The political environment, the talent market, and the patient-safety ledger are outside. Welsh Government as funder, the patronage pipeline that pre-credentialled the executive cohort, the Senedd Public Accounts Committee, the Cabinet Secretary, and the carenhs.org evidence campaign are all on the boundary — partly external, but materially shaping internal dynamics. The blueprint addresses them through Intervention 6: Reform the Funder alongside the five DHCW-internal interventions.
Systems-dynamics honesty demands this kind of explicit scope statement. Analysis that does not name its boundary cannot be held to it.