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Five Mistakes Companies Make When Bringing AI Into ERP

Forbes Councils member Rajesh Gangula identifies five common mistakes companies make when integrating AI into enterprise resource planning (ERP) systems, emphasizing that successful implementation depends more on avoiding errors than on having advanced models. The article advises businesses to focus on data quality, clear objectives, change management, integration, and realistic expectations to maximize AI's benefits in ERP.

read1 min views1 publishedAug 31, 2026
Five Mistakes Companies Make When Bringing AI Into ERP
Image: Machinebrief (auto-discovered)

By Rajesh Gangula, Forbes Councils MemberSource:

Forbes InnovationCompanies that succeed don't necessarily have the most advanced AI models—they avoid the most common implementation mistakes.

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source & further reading
machinebrief.com — original article Personal State Is The Missing Layer In AI Architecture The AI Chip War's New Front: Control The Cloud, Not The Silicon ​Why Enterprise AI Needs A New Approach To Evals
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