AI in Diligence / PortCo Management
Who's buyside firm is already using AI?
What is it? An off-the-shelf application or a customized product where you hold the IP.
How are you using it? Does it access DRs?
Is it helpful?
What is it best at?
Who's buyside firm is already using AI?
What is it? An off-the-shelf application or a customized product where you hold the IP.
How are you using it? Does it access DRs?
Is it helpful?
What is it best at?
| +62 | Firm not transferring me to NYC | 28 | 9h |
| +47 | What are you actually using AI for in PE? | 19 | 2h |
| +44 | Laid off from MM PE - Seeking Help | 17 | 2h |
| +33 | Best industry/job for entrepreneurship? | 11 | 4d |
| +26 | Is there anything that makes you excited about PE in 2026? | 11 | 2h |
| +21 | Undergrad summer PE analyst positions | 5 | 6h |
| +20 | Burn Out in PE - What Comes Next? | 3 | 5d |
| +17 | Employee co-invest into the fund: fee/carry-free, but vests | 3 | 5h |
| +14 | Buyside in London with nice WLB and pay | 16 | 17h |
| +13 | Value Creation Initiatives (That aren't add-ons) | 3 | 4d |
Career Resources
Bump
I’m an operator (revenue and product leader in consumer/retail) and have tons of thoughts / examples of how I’m using in operating and would use at a portco. I’m working on a blog post and will try to come back and share it when done.
As for investing…. I would recommend that early use cases could easily be around market research. And also sourcing help on workflows and follow ups.
Some firms have dedicated data sci teams (bx, advent, eqt) and as above poster mentioned there’s a lot of use cases within portco management, for ex pricing strategy, customer segmentation, supply chain etc
On the investing piece it’s less common nowadays but you can quantify tailwinds / headwinds in a more robust way, or use it during DD to perhaps develop a differentiated outlook using SEO or geospatial analysis. It isn’t like quant in the public markets which uses signals or HFT trading but having a differentiated outlook / analytical edge allows a firm to have much more confidence in the investment in the bidding process and therefore more likely to win a deal.
I think that is spot on - being able to get smarter, faster in a way that you can win the deal.
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