September 22, 2025
3 min read
Gautam Bakshi
Author & Research Lead
Every quarter, the same movie plays out across private equity firms worldwide.
Week -4: "We need to update our portfolio review for the IC meeting."
Week -3: Analysts scramble to gather data from 20+ portcos
Week -2: Associates frantically build comp sets and benchmark analyses
Week -1: VPs discover gaps, triggering fire drills
Week 0: A 200-slide deck lands, 30% stale on arrival
Sound familiar?
Let's do the math on your quarterly scramble:
But that's just labor. The real cost?
Imagine Monday morning. Your inbox contains:
Not because someone worked all weekend. Because you turned your quarterly scramble into an always-on engine.
Here's how the best firms are making the shift:
You already have a way of evaluating markets and competitors. The problem isn't your methodology—it's that it lives in heads and spreadsheets, not in a repeatable system.
Start by documenting:
Manual approach: "Check competitor websites for pricing changes"
Engine approach: Monitor price pages → detect changes → calculate impact → alert if material
Manual approach: "See what new products competitors launched"
Engine approach: Track release notes + job posts + patents → identify launches → assess competitive impact → recommend response
Don't boil the ocean. Pick one critical workflow:
Build it. Test it. Refine it. Then expand.
Growth Equity Fund (15 portcos)
Mid-Market PE (8 portcos)
Sector-Focused Fund (Healthcare)
Most firms think automation means losing control. The opposite is true.
When you encode your methodology:
The engine doesn't replace judgment. It amplifies it by handling the mechanical work.
You don't need to transform everything at once. Here's a 2-week prototype path:
Week 1:
Week 2:
Week 3+:
Five years ago, Excel mastery was a competitive advantage.
Three years ago, it was data room digitization.
Today? It's turning decision processes into engines.
The firms that make this shift will:
The technology exists. The approach is proven. The only question is timing.
Will you be running engines while competitors scramble?
Or scrambling while competitors run engines?
Ready to turn your quarterly scramble into a weekly engine?
Start with a 2-week prototype. Pick one workflow. Get a running engine.
No massive transformation. No army of consultants. Just your methodology, encoded and scaled.
15Rock helps investment firms turn their decision processes into repeatable engines. From portfolio monitoring to market intelligence, we encode your methodology and make it run at scale.