ToltIQ (@tolt_iq) “Everyone is talking about getting teams to use more AI. But how much of your AI”

2026.06.10 13:03

Everyone is talking about getting teams to use more AI. But how much of your AI spend is going toward work that's already been done? In PE diligence, the same VDR documents often get reprocessed across users, workstreams, and sessions. That means firms are paying for the same analysis again and again. As AI vendors move toward usage-based pricing, those inefficiencies start showing up fast. Our latest ToltIQ Insights article from Co-Founder and CIO @RikerTrek looks at why the Silicon Valley obsession with maximizing tokens misses the point in PE, and how the architecture underneath an AI platform affects cost, efficiency, and analytical depth throughout a deal. Read more:

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