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Said in a video · quote 16018 Oct 2026

04:59 PMs to kind of build something to call 05:02 it 80 90% completion and then kind of 05:05 use their judgment and their thought to 05:07 further refine that portfolio that last 05:09 10% to make it theirs.

Jack McDonald

Where it was said

AI Agents Cut 3-Day Portfolio Builds to Minutes - Jack McDonald, Apollo & Michael Manapat, Rowspace
AI Engineer (YouTube) · 16 Oct 2026 · at 4:59

Checked

Matched word for word against the video's transcript by the notis newsroom on .

The fact it supports: The company says: McDonald said portfolio managers can 'build something to call it 80 90% completion' (04:59) and then use their judgment to refine the last 10%.

In the story

Apollo's McDonald says AI cut mock portfolio builds to minutes 18 Oct 2026

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