Managed workflow
Weekly and monthly views, requests, coverage rules, locks, regeneration, publishing, and duplicate prevention.
CASE STUDY / OPERATIONS SOFTWARE
Scheduling built around real constraints.
Pharmacy Scheduler LRO connects coverage, availability, and labor rules in one reviewable decision-support workflow.
THE OPERATING PROBLEM
Coverage, people, and labor rules must resolve at the same time.
Simple shift-filling approaches become unreliable when availability, weekly hours, daily coverage, weekend fairness, and multiple locations interact.
The system models those dependencies and leaves infeasible work visibly OPEN.
01
Pharmacist coverage and half-hour technician requirements
02
Availability, PTO, hour targets, and daily limits
03
Labor budgets, cross-store conflicts, and weekend rotation
04
Locked work, manager overrides, and immutable snapshots
THE SYSTEM
See the reasoning.
Review the decision.
- Preserves manager-locked work
- Explains OPEN shifts and blocking constraints
- Previews moved, added, and removed assignments
- Separates working schedules from published snapshots
DEVELOPMENT HISTORY
Nineteen iterations of earned complexity.
Each release responded to a concrete failure mode, manager question, or calendar edge case.
Explain + test
Schema migrations, background scheduling, assignment reasons, property tests, labor fit, and oversight controls.
Safe change
Store isolation, coverage rescue, feasibility proofs, change previews, crash recovery, and local weekend rules.
DEVELOPMENT CHECKS / V24
Put the edge cases
to the test.
249 documented checks across deterministic scenarios, randomized inputs, and calendar boundaries in V24 development.
43/43deterministic self-tests
200/200randomized property tests
6/6calendar-boundary checks
DIRECTIONAL INTERNAL PILOT
In a two-week internal pilot, schedule-build time decreased from 75–90 minutes to approximately 15 minutes. This directional result is not a controlled study or client outcome.
STATUS / ACTIVE DEVELOPMENT
Built for review.
Ready for the next question.
Discuss your staffing workflow →- Independent development informed by community-pharmacy operations.
- Infeasible coverage stays visibly OPEN so managers can resolve it.
- Managers review and approve assignments before operational use.
- A production rollout requires site-specific validation, integration, and support.