Reports & Analytics

Ask questions in plain English: "Why are we missing sales this month?" — get answers in seconds.

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This module is part of the ShiftPilot AI roadmap. The shell, data model, and AI agent framework are in place — the full workspace is being polished now.

Pre-built reports across every department

AI Report Builder — natural language queries

Lead source ROI + marketing attribution

Multi-rooftop comparison + benchmarking

Dealership forecast with scenario modeling

Scheduled exports + executive briefings

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