← This weekCase studyData engineering & the warehouse/lakehouseOpenAIAn independent franchisee of Schlotzsky’s and Cinnabon reports using ChatGPT Work to reconcile cash 94% faster and reduce menu repricing time by 95%, potentially freeing up $100K in cash flow.
MyDataWork POV — The claimed 94% reduction in cash reconciliation time with ChatGPT Work sounds impressive, but it begs the question: how much of that improvement is due to the tool itself versus a re-engineered process? Automation can certainly accelerate workflows, yet without transparency into the baseline metrics and specific mechanisms at play, these numbers remain more inspirational than instructive. The promise of freeing up $100K in cash flow is also tantalizing, yet we need to see evidence of consistent, replicable outcomes before celebrating. Without that, it's just another story waiting for a sequel.
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