For over a year, investors questioned whether massive AI spending would ever pay off. Now we are seeing real proof: companies like Waste Management are reporting higher profits directly from adopting AI tools, and niche platforms like Doximity are seeing

Verdict: avoid — bullish thesis undermined by a losing short-reversal strategy

The idea argues that AI adoption is broadening into real corporate profit gains, citing WM's improving operating margin (17.1%, 83rd percentile among industrials) and Doximity's exceptional margin profile (89.1% gross margin, 97th percentile). Those fundamentals are genuine. But the implemented trade is a short-reversal setup on WM that directly contradicts the bullish thesis — and it has lost money, returning -1.03% across 7 trades with a 28.6% win rate. No parameter configuration established a positive walk-forward edge: zero in-sample folds were profitable, and the frozen baseline returned -1.15% on the 12-month holdout. The fundamental momentum at WM (revenue growth of 14.2%, free cash flow of $2.82B) supports the idea's own bullish argument while simultaneously working against a short entry. With the trade currently one condition away from triggering (RSI at 41.5, well below the required 50), the right move is to avoid this strategy until a configuration proves it can capture downside momentum without being undermined by the underlying thesis. **Conviction breakdown:** Thesis support (40) — the bullish narrative has real fundamental grounding, but the trade mechanics contradict it. Trade readiness (30) — three of four entry conditions are live, but the missing RSI condition sits 8.5 points away. Risk quality (35) — the stop is only $0.82 above entry and two exit conditions are already met, suggesting the trade may be broken before it begins. Backtest evidence (15) — negative returns across all tested configurations with zero profitable walk-forward folds. Fundamentals trend (65) — WM's improving margins and free cash flow rank in the 99th percentile, but this supports the stock, not a short.

Trade now

Waste Management (WM) is the active trade instrument, and right now the setup sits one condition short of firing — but the missing piece is the one that matters most. The strategy calls for a **short** entry when four conditions line up at once: price at or below the 50-day moving average, price crossing above the 10-day moving average, RSI (14) above 50, and RSI (7) above RSI (14). Three of the four are already live: WM closed at $226.63, below the 50-day average at $227.45 (condition met); RSI (7) at 43.4 leads RSI (14) at 41.5 (condition met); and price sits within $0.07 of crossing above the 10-day average at $226.56 — effectively at the line. But RSI (14) at 41.5 is 8.5 points below the required 50 threshold, and that gap is what keeps this trade on the shelf today. The 24-month backtest on WM produced 7 trades with a 28.6% win rate and a net return of -1.03%, alongside a maximum drawdown of 1.57%. Walk-forward validation across three folds generated 14 total trades with zero profitable folds and a median return of -0.07%, which is why no parameter configuration was put forward as a recommended setup. The entry logic has historical precedent, but the edge has not been established in-sample — treat the rules as a defined trigger framework rather than a proven source of alpha. If the entry fires, the stop-loss is a close above the 50-day average at $227.45 — about $0.82 above the current price. The take-profit targets are the lower Bollinger Band at $231.65 (on a short, price would need to fall to this level; note this target currently sits above entry, so it would require a sizable move) or the nearest support at $227.49. A 10-bar momentum time stop and a 60-bar hard mandate stop also apply. "Wait" means concretely: watch WM daily for RSI (14) to climb above 50 while the other three conditions stay satisfied. A 10-point RSI rally from here would mark a substantial momentum shift, so patience is warranted.

Where the AI-profit thesis has real fundamental traction

The idea's core claim — that AI adoption is translating into measurable corporate profit gains beyond chipmakers — finds its strongest support in Doximity. The medical platform sits in the 97th percentile of information technology peers for both gross margin (89.1%) and operating margin (33.3%), with net income of $196.1M on $644.9M in revenue. Per the MarketWatch piece, the stock skyrocketed 50% on medical AI excitement, and the financials suggest the market is rewarding a genuinely high-quality business: ROE of 20.6%, zero debt, and $326.5M in free cash flow. The idea argues that niche platforms seeing massive spikes from AI applications represent real buying opportunities, and Doximity's margin profile backs that up. Waste Management provides the thesis with its most concrete non-tech data point. Per the Bloomberg piece, the company is reporting higher profits directly from adopting AI tools in its fleet operations. The numbers lend credibility: WM's operating margin of 17.1% places it in the…

Scores

• Conviction score breakdown: 37
• Thesis support: 40
• Trade readiness: 30
• Risk quality: 35
• Backtest evidence: 15
• Fundamentals trend: 65

Watch items

• WM — RSI (14)
• WM — Price vs 10-day SMA
• WM — Price vs 50-day SMA
• WM — Price vs lower Bollinger Band (20)
• DOCS — RSI (7) vs RSI (14)
• CRWD — Price vs 10-day SMA
• CRWD — Price
• CRWD — Price crossed above SMA (10)
• CRWD — RSI (14) above 50
• CRWD — RSI (7) above RSI (14)
• CRWD — Price crossed above SMA (50)
• CRWD — Price
• DOCS — Price
• DOCS — Price crossed above SMA (10)