Before
- Daily reports compiled by hand from four separate sources
- Standard documents drafted from scratch every time
- Discrepancies usually caught at month-end, not on the same day
- AI used by a few individuals, with no shared practice
After
- Daily reporting assembled with AI-assisted templates in under 40 minutes
- Standardized documents drafted by AI, then reviewed by the team
- Same-day exception checks flag mismatches before they compound
- Every team member working from an agreed, documented AI workflow
What we did: Mapped 14 recurring workflows with the team, isolated the six biggest bottlenecks, and trained the team hands-on to redesign them using Generative AI, with shared prompt libraries and review checkpoints built in.
3h → 40mDaily reporting time
60%Fewer documentation errors
9 of 14Workflows AI-assisted within 6 weeks
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