LAB 001Available
The Maintenance Intelligence Challenge
500 work orders. A confident AI report. Find what it got wrong and decide what deserves attention.
Start Lab - Difficulty
- Foundational
- Scope
- 7 steps · ~30–45 min
- Dataset
- 500-row CSV
- Skills
- Data quality, KPIs, Error detection, Decision-making
LAB 002Coming soon
The Capital Budget Challenge
Find omissions, scope gaps, incorrect savings assumptions, and misleading construction cost comparisons.
Intermediate · Scope review, Financial reasoningDataset in development LAB 003Coming soon
The Facility Capacity Challenge
Distinguish nominal design capacity from sustainable operating capacity.
Intermediate · Capacity modeling, BottlenecksDataset in development LAB 004Coming soon
The Staffing Model Challenge
Build a staffing recommendation from fictional maintenance workload and operational demand.
Intermediate · Workload analysis, ScenariosDataset in development LAB 005Coming soon
The AI Workflow Challenge
Design an automated work-order process with validation, human approvals, and exception handling.
Advanced · Automation design, ControlsDataset in development LAB 006Coming soon
The Risk Register Challenge
Analyze risk likelihood, impact, mitigations, owners, triggers, and closure evidence.
Intermediate · Risk analysis, GovernanceDataset in development