3 Habits of Funds That Win the Deal First
Hello, this is TREASURER.
Some funds look at the same filings and news as everyone else, yet always land the deal first.
Today, we’d like to share three habits these firms have in common.
Same Information, Different Speed
Source: AI-generated image
There’s an old saying in investing:
“The deal goes to whoever sees it first.”
Today, though, VCs and PEs largely look at the same information.
Filings, earnings data, news and broker reports are open to everyone.
What makes the difference is how quickly you read that information and turn it into a decision.
So what sets apart the firms that always get there first?
Let’s look at the three habits they share, and how AI is changing their speed.
Why Most Firms Fall Behind
Source: Pinterest
The problem isn’t capability. It’s structure.
Understanding a single industry usually looks like this:
- Opening peer filings one by one and copying financial statements into Excel
- Searching news and broker reports to gauge industry conditions and consensus
- Pulling scattered materials back together into market maps and comparison tables
Most of this is manual work done by junior associates.
With all the time going into collecting and organizing, things that actually matter get pushed aside.
Meanwhile, the industry’s turning point passes, and another fund’s term sheet has already
reached the best companies.
Funds that see deals first build a different structure.
Habit 1. They Watch Industry Signals, Not Just Companies
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Signals such as a major company’s capex announcement, an earnings surprise from a listed peer,
or an upward revision in consensus address opportunities of private companies up and downstream.
In effect, public company data becomes a leading indicator for private deals.
With AI, a single question like
“Which parts of the value chain benefit from the recent surge in HBM investment?”
can quickly reveal the flow of an entire industry.
Habit 2. They Rely on Systems, Not Memory
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A single filing missed by a busy associate can mean a missed opportunity.
Funds that see deals first set up a process that continuously tracks changes in the industries
and companies they care about.
When AI monitors filings and news around the clock, no signal slips through,
no matter how busy the team is.
Habit 3. They Spend Time on Judgment, Not Data Collection
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Funds that see deals first spend their time building investment theses and meeting founders,
not formatting spreadsheets.
The key is leaving repetitive collection and organization to tools.
When AI prepares peer comparisons and report drafts, associates only need to add their judgment.
From Habits to Systems: AI Changes the Research Workflow
Let’s say you’re looking for new investment opportunities in the semiconductor supply chain.
Normally, it takes days just to organize the reports and filings.
The table below shows how each step changes with AI.
The key point is that AI doesn’t make the decision for you.
It simply puts the materials you need on your desk much faster.
With the same team, you can cover more industries, in greater depth, and earlier.
All Three Habits in One Solution: TREASURER Core
Source: TREASURER / Core website
Habits built on individual effort rarely last.
The fastest way to become a fund that sees deals first is to change the research system itself.
Core is a finance-specialized AI transformation solution built for exactly that change.
Core connects scattered financial data, including company financials, earnings and consensus, filings and news, into one place. When associates ask a question in plain language, it quickly delivers the answers they need for analysis.
- Catch industry signals: Cut industry and peer research from days to minutes
- Track systematically: Never miss an issue in your target sectors or portfolio
- Focus on judgment: Streamline repetitive documents such as investment memos and LP reports
Good deals don’t wait.
The deal goes not to the firm that works longest, but to the firm that sees first.
Want to be the fund that sees the next deal first? 🔍
Try a free PoC with TREASURER, running on your real data, in just 5 days!