Fit at a glance

Typically a strong fit for:

• Data preparation and cleanup before reporting or forecasting—bounded sources and a clear handoff artefact
• KPI dashboards or BI views in spreadsheets or tools your team already uses, with documented definitions
• Reporting automation that reruns on a predictable schedule with the same rules each time
• Selective batch scoring, feature pipelines, or HTTP-served inference—scoped with written milestones, acceptance criteria, and handover—not open-ended augmentation

Not ideal for:

• One-off tiny fixes with no clear scope or owner
• Undefined requests without inputs, outputs, or success criteria
• Full-time hiring or open-ended staff augmentation (handled elsewhere)