A real example of a ticker that triggered a risk flag in the GrowthPicks model. What the data showed, how the model responded, and what a subscriber can learn from watching the process.

Educational content only. The ticker discussed is used as a worked example of how the GrowthPicks risk detection system operates. Nothing here is a recommendation to buy, sell, or hold any security.

The Setup

Palantir Technologies (PLTR) is one of the more polarising names in the growth investing universe. Strong revenue growth, a government-heavy customer base, expanding commercial segment, and a share price that has reflected considerable market enthusiasm.

From a pure growth and quality perspective, the fundamentals have improved meaningfully over the past two years. Revenue growth has been solid, gross margins are high for an enterprise software business, and the company crossed into GAAP profitability — a milestone that many growth investors had been waiting for.

So you might expect a high GrowthPicks Score. And the Growth Score and Quality Score do reflect the improving fundamentals.

But the model flagged something.

What Got Flagged

Dilution Risk — Triggered
PLTR · Palantir Technologies
Three-year share count growth exceeds the model's dilution threshold. Primary driver: stock-based compensation (SBC) at a magnitude above sector peers.
Risk Flags
1
Flag Type
Dilution
CF Risk
No

Over a three-year window, Palantir's share count grew significantly. The primary driver is stock-based compensation (SBC). Palantir has historically been one of the more generous issuers of stock-based compensation in the technology sector — not unusual for a company of its stage, but notable in its magnitude.

The GrowthPicks model tracks this through the three-year change in shares outstanding. When dilution exceeds the threshold, the Dilution Risk flag activates.

What the Model Did

The Dilution Risk flag does not hard-cap the score — only Cashflow Risk has that power. But it does contribute to the risk flag count, which means:

  • The ticker shows Risk Flags: 1 (or more, if other flags are also active) on the Detail page
  • The ticker appears in the "Elevated Risk" count on the Portfolio page's Health Dashboard
  • Any subscriber holding PLTR sees it flagged in their holdings table

The score itself was not directly reduced by the flag. But the flag's presence is a signal: the model has detected a condition that warrants additional scrutiny.

What This Teaches

1. Headline Growth Can Mask Per-Share Reality

Palantir's reported revenue growth is genuine. The company is winning contracts, expanding into commercial markets, and growing the top line. But if the share count is growing meaningfully alongside the revenue, the per-share economics are less impressive than the headline suggests.

The Dilution Effect — Illustrative Example
Headline View
Revenue Growth (3yr) +30%
Looks like Strong growth
Per-Share View
Revenue Growth (3yr) +30%
Share Count Growth (3yr) +15%
Revenue per Share Growth ~13%
Illustrative numbers. The headline flatters; the shareholder reality is diluted.

This is not unique to Palantir — many high-growth technology companies rely on stock-based compensation to attract talent. The question is always one of degree. The GrowthPicks threshold exists to flag companies where the degree of dilution has become material.

2. Risk Flags Are Prompts, Not Verdicts

Key Principle
A Dilution Risk flag does not mean "this is a bad investment." It means "the model has detected above-average share dilution, and you should factor this into your conviction."

Some investors will look at the flag, research the SBC programme, conclude that the dilution is acceptable given the company's growth trajectory, and maintain their position. Others will decide that the dilution is eroding too much of their ownership and reduce exposure.

Both are valid responses. The flag's job is to make the risk visible and explicit — not to make the decision for you.

3. The Flag Interacts with Your Portfolio Context

A single Dilution Risk flag on one holding is a data point. Three holdings with Dilution Risk flags is a portfolio pattern. The Risk Flag Breakdown on the Health Dashboard shows you exactly this — how many of your positions carry each type of flag.

If you notice that multiple holdings are flagged for Dilution, your portfolio has a concentration of dilution risk. Even if each position is individually acceptable, the combined exposure might not be.

How to Investigate a Risk Flag

When you see a risk flag on a holding, work through these steps:

1
Identify the flag type
Each flag has a specific meaning — see Understanding Risk Flags [G-03] for the full explanation of all five categories.
2
Check the underlying data
For Dilution Risk, look at the three-year share count change on the Detail page or in the company's financial filings.
3
Assess the cause
Is it SBC (common, usually manageable)? Equity raises (concerning if frequent)? Acquisitions paid in stock (case-by-case)?
4
Decide whether your conviction adjusts
Does the dilution change your thesis? If entering, does it change the position size you would allocate?
5
Document your reasoning
Write a sentence about why you are accepting or acting on the flag. Future-you will thank present-you.

The Takeaway

Risk flags are one of the most important features in the GrowthPicks model — not because they predict the future, but because they force visibility. A risk you have consciously assessed and accepted is a managed risk. A risk you never noticed is a surprise waiting to happen.

The model's job is to surface these conditions. Your job is to decide what they mean in the context of your portfolio.

GrowthPicks is an educational and analytical tool. Nothing in this journal entry constitutes financial advice or a recommendation to buy, sell, or hold any security. Always do your own research.