Capability Maturity | System Health Capability Studio

Capability Maturity · System Health

Building the capability
level by level.

The System Health capability does not reach its full potential on day one. It advances through five maturity levels — each one building on the last, each one expanding what leadership can ask of the quality system. This page documents where the capability is today, the five-level progression model, and the 18-month roadmap that defines the investment, milestones, and governance decisions needed to reach Optimized maturity.

Five-Level Maturity Model

Reactive — Ad-hoc response

Aware — Defined & monitoredNow

Managed — Governed & measured

Optimized — Data-driven decisions

Predictive — Forward-looking intelligence

Current Position — Capability Maturity at a Glance

Current Level · June 2026

Aware

Core monitoring defined. System Health domains identified. Governance structure established. Workflow Integrity and Data Integrity monitoring active. Decision Confidence methodology documented and approved.

Next Target · Q4 2026

Managed

All four domains monitored. Data products certified. Decision Confidence scoring live on all leadership reports. Monthly QMB scorecard operational. Governance cadence fully embedded and reliable.

Strategic Goal · 2027

Optimized

End-to-end automated monitoring. Cross-domain analytics active. System Health embedded in all quality decisions and inspection preparation. Data products fully governed and catalogued.

Maturity Model — Five-Level Progression

Achieved

Reactive

Quality issues identified and resolved reactively. No proactive monitoring. No defined system health domains. Health inferred from inspection findings and CAPA volume rather than leading indicators.

Characteristics at this level

Issues discovered through escalation or regulatory findings, not internal monitoring

No consistent health measurement framework across workflows

Data quality assumed, not verified before reporting

No formal Decision Confidence scoring applied to leadership reports

Achieved

Progression

Foundation established — monitoring scope defined, domains identified

Current

Aware

Core System Health domains are defined and monitoring has begun. Governance structure is in place. Leadership has visibility into Workflow Integrity and Data Integrity. Decision Confidence methodology is documented and implementation underway.

Characteristics at this level

Four System Health domains defined: Workflow Integrity, Data Integrity, User Behavior, Reporting Reliability

Governance framework documented — roles, escalation, cadence defined

Workflow Integrity and Data Integrity monitoring active

Decision Confidence methodology authored and approved

Active · Now

Current focus

Completing domain coverage — User Behavior and Reporting Reliability monitoring being built

Managed

All four domains monitored. Data products certified and tracked in the Data Product Catalog. Decision Confidence scores appear on all leadership reports. Monthly QMB scorecard fully operational. Governance cadence embedded and reliable.

Required to advance

All four domains monitored with automated alert routing

Data Product Catalog live — all priority products certified

Decision Confidence tier displayed on all executive reports

QMB scorecard delivered monthly without exception for 3+ consecutive months

Target Q4 2026

Advancement gate

Capability Owner confirms all four criteria met — approved by Quality Leadership

Planned

Optimized

Monitoring is automated end-to-end. Cross-domain analytics provide composite intelligence. System Health is embedded in all quality decisions and inspection preparation. Data products are fully governed and the capability operates with minimal manual intervention.

Required to advance

End-to-end automated monitoring with minimal manual triage

Cross-domain analytics — composite insights across all four domains

System Health embedded in inspection readiness and audit preparation

Capability Maturity Score ≥ 4.0 sustained for one full quarter

Target H1 2027

Investment required

Analytics tooling · cross-domain integration · executive dashboard upgrade

Future

Predictive

Quality risk is identified before it surfaces as an operational issue. Predictive models — built on certified, high-confidence data — generate forward-looking signals enabling proactive intervention. The capability is a strategic differentiator for Enterprise Quality.

Required to advance

Predictive risk models validated and live on certified data foundations

Leading indicators reliably predict issues 30–90 days in advance

Proactive intervention demonstrated — measurable reduction in reactive CAPA volume

Quality Leadership uses predictive signals in strategic planning

Target H2 2027

Strategic dependency

L3 and L4 fully achieved — no predictive capability without a certified data foundation

18-Month Capability Build Roadmap — June 2026 to December 2027

Capability Build Roadmap Four phases — Foundation through Optimized capability June 2026 — December 2027

Phase 1

Foundation

Jun – Sep 2026

L2 → L2+

Phase 2 · Active

Build & Govern

Oct – Dec 2026

L2+ → L3

Phase 3

Optimise & Scale

Jan – Jun 2027

L3 → L4

Phase 4

Predict & Sustain

Jul – Dec 2027

L4 → L5

Four System Health domains defined and documented

Governance framework approved — roles, escalation, cadence

Workflow Integrity monitoring active

Data Integrity monitoring active

System Health SharePoint Repository established

Decision Confidence methodology authored and approved

User Behavior monitoring live

Reporting Reliability monitoring live

Data Product Catalog launched — priority products certified

Decision Confidence scoring live on all leadership reports

QMB scorecard operational for 3 consecutive months

L3 Maturity gate cleared — approved by Quality Leadership

Cross-domain analytics capability delivered

End-to-end monitoring automation — minimal manual triage

System Health embedded in inspection preparation process

Executive dashboard upgraded — composite cross-domain view

L4 Maturity gate cleared — approved by Quality Leadership

Predictive risk models validated on certified data

Leading indicators demonstrate 30–90 day predictive accuracy

Measurable reduction in reactive CAPA volume demonstrated

Predictive signals integrated into annual quality planning

L5 Maturity gate cleared — sustained over one full quarter

Maturity Advancement Principles

Maturity Governance · Advancement Rules

Three principles that govern capability advancement

No Level Is Skipped

Each maturity level builds on the one before it. Attempting L3 capabilities without L2 governance is not maturity advancement — it is fragility. The gates exist to prevent premature advancement that would collapse under inspection pressure.

Gates Require Leadership Approval

Each maturity gate is a governance decision, not a technical milestone. The Capability Owner proposes advancement. Quality Leadership approves. This ensures maturity claims are accountable, not self-declared.

Sustained Performance, Not a Single Pass

Meeting a maturity gate criterion once is insufficient. The capability must demonstrate sustained performance across a defined review window before the gate is considered passed. One good month does not equal a maturity level.