Scoring 6 enterprise AI use cases: why boring AP invoice exceptions beat the customer chatbot
kashifmanzoor · x · 2026-08-23
The author scores 6 enterprise AI use cases and explains why the boring one wins:
- AP invoice exceptions: 8.1 (baseline exists, clear owner, bounded risk, high reuse)
- Contract clause extraction: 7.2 (great data, no single owner)
- Internal IT helpdesk triage: 6.9 (easy, modest prize)
- Sales-call summarization: 6.0 (nobody asked for it)
- Demand forecasting: 5.7 (data across three systems, 6-month prep)
- Customer-facing assistant: 5.4 (biggest prize, highest risk, weakest data)
The top scorer has what the bottom lacks: a number that already exists, a person who already cares, and a failure mode you can catch before money moves. Most rooms, he notes, honestly vote for #6.
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