
Trusted AI for new era of commerce
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Without trust, risk escalates rapidly
- Data isn’t accessible
- The AI doesn't have visibility to store/week level data so it runs the event analysis on aggregate data, not knowing that some events had 100% store compliance and others did not. The returned list is wrong.
- Data isn’t harmonized
- An "event" is defined differently across systems. Across 300 events, some matches are off by a week, some split, some collapse. No single error is obvious. The performance attribution is wrong and so now is the list.
- Doesn’t have a guide
- AI calculated "performance" based strictly on measured ROI but didn't know to account for media spend variables in event ROI calculations, artificially inflating the performance of some events.
- When solutions aren’t adopted
- Sam submitted this prompt when she was first introduced to the tool. She then jumped into a meeting and got distracted, never coming back to the system. Instead she built her analysis in Excel, like always, before submitting

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