What governance should be tracking — and what it actually tracks. Eighteen stocks organised by visibility reveal the gap between the numbers DHCW reports and the reality it hides.
In systems dynamics, a stock is anything that accumulates or depletes over time. Stocks are the real state of a system — not what happened this quarter, but what has built up or drained away over years. A competent board watches stocks. A captured board watches flows.
DHCW’s governance reports focus almost entirely on flows: this quarter’s hiring rate, this quarter’s spend, this quarter’s programme milestone. The stocks those flows are supposed to build — trust, capability, knowledge, delivery — are either unmeasured or invisible. This is not an oversight. It is a feature of the information fortress that protects the current leadership from accountability.
The eighteen stocks below are organised by visibility. The pattern they reveal is the diagnostic starting point for everything that follows.
These are the stocks that appear in board papers, Senedd evidence, and annual reports. They look healthy. That is the problem — they create a false picture of organisational health that makes the real dysfunction invisible.
Headcount (~1,263). The most-cited number in DHCW’s defence. Headcount has grown over 80% in three years. But headcount is a stock of bodies, not capability. The hiring trap shows how rapid hiring without onboarding infrastructure actually dilutes institutional knowledge and delivery capability. The flow looks healthy. The stock it is supposed to build does not.
Pay costs (£66M/yr). Rising in line with headcount. Cited as evidence of investment. But pay costs measure input, not output. The ratio of pay costs to quantified delivered value is approximately 132:1. No private-sector technology organisation would survive that ratio for a single quarter.
Programmes under review (9+). The programme count is presented as evidence of ambition. In systems terms it measures work-in-progress inventory — a stock that, above a threshold, reduces throughput rather than increasing it. Nine concurrent major programmes with constrained delivery capability is a classic overshoot.
Service availability (99.984%). The headline metric. It measures whether existing systems stay online, not whether new systems get delivered or whether the existing ones meet clinical needs. A mainframe from 1995 running unchanged would score 99.999%. Availability without delivery is the definition of seeking the wrong goal.
NHS Wales App users (~345K). A vanity metric. 345,000 downloads tells you nothing about whether those users achieved a clinical outcome, whether clinicians trust the system, or whether the app reduced burden on health boards. It is a flow metric (downloads) dressed as a stock metric (value delivered).
Contract portfolio (~£1.25B). The total value of vendor contracts. This stock measures commitment, not value. The vendor dependency spiral shows how contract value grows while bargaining power and delivery quality decline simultaneously.
Total WG funding (~£600M). Cumulative Welsh Government investment since DHCW’s creation. Cited as evidence of support. In systems terms it measures input stock. The question is what output stock it has produced — and the answer is approximately £0.5M in quantified delivered value.
Quantified delivered value (£0.5M). The single most revealing number in the entire inventory. Against £600M of input, DHCW has been able to quantify £0.5M of delivered value. This is not because value does not exist — it is because the organisation lacks the measurement infrastructure to demonstrate it, and the manufactured narrative does not require it. An organisation that cannot quantify its own output cannot learn from its own performance.
These stocks are observable — health boards talk about them, clinicians experience them, staff live with them — but DHCW does not measure them. In a healthy governance system, the absence of measurement would itself trigger concern. In a captured governance system, unmeasured stocks are unmeasured for a reason.
Health board trust (declining). The seven health boards are DHCW’s customers. Their trust determines whether they adopt DHCW systems or build their own. Multiple health boards are now doing the latter. Trust is the slowest stock to rebuild — two to five years of consistent delivery, not two to five quarterly updates.
Clinician understanding of DHCW (very low). Most clinicians in Wales do not know what DHCW is, what it does, or why it matters to their practice. This is not apathy — it is the predictable result of an organisation that measures app downloads instead of clinical adoption.
Programme delivery capability (declining). The capacity to take a programme from conception to production deployment. This stock has declined despite headcount growth because the hiring trap dilutes capability faster than onboarding can build it, and the competence void removes the people who could manage the transition.
Institutional knowledge (diluting). The accumulated understanding of how systems work, why decisions were made, and where the risks are. Every experienced engineer who leaves takes knowledge that cannot be replaced by hiring two juniors. The loyalty selection loop accelerates this drain by promoting for loyalty rather than competence.
Vendor bargaining power (weak). DHCW’s ability to negotiate effectively with its £1.25B contract portfolio. Bargaining power requires technical competence to evaluate vendor claims and credible alternatives to create competitive pressure. DHCW has neither. The vendor dependency spiral ensures this stock continues to deplete.
Patient safety risk (accumulating). The stock that matters most and is discussed least. Ageing systems, failed integrations, manual workarounds in referral pathways — each adds increment to a risk stock that is invisible until it produces a patient safety incident. This stock has no natural drain. It only accumulates.
These are the stocks that captured governance actively hides from view. They are the most important for understanding why the system behaves the way it does. They cannot be observed through official channels — they are reconstructed from Senedd proceedings, Employment Tribunal filings, FOI material, and witness testimony documented at carenhs.org.
These are the stocks that captured governance hides from view. For evidence, see the Campaign for Responsible Leadership in NHS Wales.
Leadership technical competence (critically low). The executive team’s collective ability to understand, evaluate, and direct complex technology delivery. The competence void documents how this stock reached its current level — not through bad luck, but through systematic selection for loyalty over capability.
Loyalty network strength (dominant). The density and influence of personal loyalty relationships in hiring, promotion, and decision-making. This is the stock that powers Cluster B. It is self-reinforcing: each loyalty-based appointment increases the network’s capacity to make the next one. The loyalty selection loop is its primary inflow.
Staff fear / silence (extreme). The degree to which staff self-censor concerns about delivery, safety, or leadership. This stock is fed by the whistleblower suppression loop and is the mechanism by which internal corrective signals are eliminated before they reach governance.
Information suppression capability (active). The organisation’s capacity to control what information reaches external stakeholders — Senedd committees, Welsh Government oversight, the public. This is not passive information management. It is an active capability maintained by the information fortress and deployed to neutralise external corrective mechanisms.
The eighteen stocks divide into a clear pattern. The visible, measured stocks — the ones that appear in board papers — paint a picture of a well-funded, well-staffed, highly available organisation. The unmeasured and invisible stocks tell the opposite story: declining trust, depleting capability, accumulating risk, and an active self-preservation engine.
This gap between the measured and the real is not a measurement problem. It is the central mechanism by which the current governance structure maintains itself. The eleven feedback loops explain how each stock got to its current state. The seven traps explain why the pattern persists. The blueprint explains what would change it.
For evidence, see the Campaign for Responsible Leadership in NHS Wales.