Workforce
Rota Compliance & Optimisation
Junior doctor rota design is governed by overlapping constraints, including working-hour limits, rest requirements, training obligations, and contract compliance rules, that interact in ways that make compliant, sustainable scheduling structurally infeasible without algorithmic support. Agency dependency is the most visible consequence: trusts that address rota infeasibility algorithmically consistently reduce agency spend without reducing headcount.
What this delivers
A logic twin of the rota structure
A validated computational model of your rota's constraint structure, including working-hour regulations, rest requirements, training obligations, and contractual entitlements, fitted to your actual staffing data. The logic twin makes every constraint explicit and testable.
Structural infeasibility verdict
A formal answer to whether the current rota design can be made compliant at sustainable cost. Where the rota is structurally infeasible under current staffing levels, the assessment identifies the nature of the constraint and the minimum change required to resolve it.
100% compliance verified algorithmically
A rota design that satisfies every regulatory and contractual requirement simultaneously (junior doctor contract, Working Time Directive, New Deal requirements) confirmed by the logic twin rather than by manual checking. No gaps, no exceptions.
Structural reduction in agency dependency
Quantified reduction in agency and locum spend, derived from closing the structural gaps in the rota design rather than from headcount changes. The saving is structural and therefore sustained, not dependent on continued management effort.
Resilience under concurrent absence
The rota stress-tested against realistic patterns of concurrent unplanned absence, with the minimum structural changes required to maintain compliance under pressure. Board-ready report and compliance evidence suitable for CQC and NHS England reporting.
How it works
We begin with a Baseline: extracting rota data, shift records, and constraint documentation, including working-hour regulations, training requirements, and contractual entitlements. We map the informal rules and workarounds that allow the current rota to function despite its structural gaps, and fit the logic twin to your actual staffing configuration.
From the baseline we build the logic twin: a validated computational model of the rota's full constraint structure. The logic twin exposes every combination of rules that creates infeasibility in the current current design: interactions that manual scheduling cannot resolve because they are invisible until all constraints are modelled simultaneously. We validate the logic twin against observed rota performance before any optimisation work begins.
Against the validated logic twin we generate and test rota configurations until we identify designs that are simultaneously compliant, operationally sustainable, and resilient to concurrent unplanned absence. The output includes the compliant rota design, the quantified reduction in agency dependency it delivers, and the full compliance evidence base for Trust Board and CQC reporting.