AML-governed analysis of UK Child Maintenance Service operations using DWP quarterly statistics. The analysis detected contradictions between stated policy objectives and operational outcomes.
AML governance analysis identified three contradictions between CMS policy statements and operational data. Fee revenue from Collect and Pay arrangements represents 24% of total maintenance. Tribunal appeal outcomes differ significantly from Mandatory Reconsideration outcomes. Collect and Pay usage contradicts stated Direct Pay preference.
£289.2M annually collected in fees (20% NRP surcharge + 4% RP deduction) from 334,700 Collect and Pay cases. Average £864 per case annually.
Based on Q3 2025 data: 24,400 MR applications received, 18,200 cleared. 1,350 tribunal appeals, 550 outcomes recorded. Statistical disparity indicates systematic difference in decision revision rates.
334,700 cases on Collect and Pay vs 445,900 on Direct Pay. Increased 1.9 percentage points over 4 quarters despite policy stating Direct Pay is the preferred arrangement type.
| Dataset | Period | Published | Source |
|---|---|---|---|
| CMS Quarterly Statistics | Q3 2025 | 16 Dec 2025 | DWP |
| SSCS Tribunal Statistics | Q3 2025 | 18 Dec 2025 | MoJ |
All source data publicly available at gov.uk/government/collections/child-maintenance-service-statistics
Analysis timeline: Data acquired 1 March 2026 19:00. AML module created 20:30. Analysis complete 23:00. Total duration: 4 hours including module development, data extraction, and dashboard generation.
Governance rules defined mathematically in AML format. Thresholds: variance > 5%, p < 0.05 for statistical significance. Deterministic execution with full audit trail.
Traditional research timeline for equivalent analysis: 6-9 weeks (data extraction, statistical analysis, report writing, peer review).
Governance rules applied (.aml format)
Machine-readable findings (JSON)
Interactive HTML visualization
Note: OS Infinity governance engine is proprietary. AML modules provided for transparency and verification. Enterprise licensing available.
Family Justice Integration Analysis →
Cross-domain analysis comparing CMS enforcement with Family Court contact orders.
Criminal Sentencing Analysis →
Geographic disparity analysis using MoJ Crown Court data.