The industry sells AI-native investing. Its own practitioners say it does not work for the two things it is most advertised for — and name lack of expertise, not cost, as the barrier. One 5-minute drill a day on the part where it does land, with the rule that keeps a model from inventing your evidence.
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The Verdict
75% say the same about portfolio monitoring. These are the two functions the industry most loudly advertises AI for, and its own practitioners are not convinced.
Source: S&P Global Market Intelligence, 2026 Private Equity and Venture Capital Outlook. Surveyed February 2026.
The Exception
It is also the function where a confident fabrication does the most damage, because diligence exists precisely to establish what is not true.
Source: S&P Global Market Intelligence, 2026 Private Equity and Venture Capital Outlook.
The Barrier
Data privacy concerns follow at 43% and model accuracy at 38%. The binding constraint is knowing how to use these things well — which is the one barrier on that list you can remove in a month.
Source: S&P Global Market Intelligence, 2026 Private Equity and Venture Capital Outlook.
No course platform. No 6-hour videos. A daily drill you run in any AI assistant — built around real deals and real evidence, and around the rule that a model may organise what you know and never supply what you do not.
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30-Day AI Challenge · Investment & VC Edition
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