Benefit Street Partners answers questions faster with Codex
Anant Kumar builds tools to compare loan valuations and analyze credit agreements, using Codex for code review and faster follow-ups.
Virticle Desk · Edited to Virticle Standards
October 18, 2026
4 minute read
The human is the plot.
In short: Benefit Street Partners answers questions faster with Codex
What moved
At Benefit Street Partners, a credit-focused investment manager, answering an investment committee’s follow-up questions used to take days or weeks. Portfolio manager Anant Kumar says analysts can now turn a round of comments in a day with Codex, and often answer questions during the meeting itself.
This cleared Virticle’s weekday bar because it looks consequential for someone who is not giving a keynote — not because it won a thread.
Why a human should care
Ask what default, power relation, or daily ritual actually changed. If the answer is still “a demo,” this would not ship on Friday either.
Source
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