Timeline of the semiconductor boom:
- Sep 2024: Early movers (SNDK +977%, WDC +402%)
- Nov 2024: Full boom (SNDK +1,854%, MU +345%, STX +313%)
- May 2026: Plateau (returns flat, already known)
Key insight: Insider buying started 2-3 months BEFORE the main boom.
Based on Alpaca data (6-month returns as of May 2026):
| Sector | Ticker | Company | 6M Return | Status |
|---|---|---|---|---|
| Edge AI | ARM | ARM Holdings | +95.1% | 🌱 EARLY |
| Edge AI | NXPI | NXP Semiconductors | +63.4% | 🌱 EARLY |
| Edge AI | QCOM | Qualcomm | +25.4% | 🌱 EARLY |
| Advanced Packaging | AMKR | Amkor Technology | +114.6% | 🌱 EARLY |
| Power/Cooling | PWR | Quanta Services | +65.1% | 🌱 EARLY |
Chain of AI infrastructure:
- ✅ Data center chips (boomed Sep 2024 → now): SNDK, WDC, MU
- ✅ Chip manufacturing (boomed with #1): LRCX, TER, AEHR
- ⏳ Edge AI deployment (starting NOW): ARM, NXPI, QCOM ← WE ARE HERE
- ⏳ Advanced packaging (starting NOW): AMKR ← WE ARE HERE
- ⏳ Power/cooling (starting NOW): PWR ← WE ARE HERE
Why it will boom 300%+:
- Data centers only handle 20% of AI use cases
- 80% needs to happen at the EDGE:
- Smartphones (ARM)
- Automotive/autonomous vehicles (NXPI)
- IoT devices (QCOM)
- Factory automation
- Medical devices
- These chips need better packaging (AMKR) to handle heat
- They need more power delivery (PWR)
- Insider buying: LOW (these sectors are just starting)
- Stock performance: MODERATE (+25% to +95% in 6 months)
- Public awareness: LOW
- Time to boom: Estimated Sep 2026 - Nov 2026 (same pattern as semiconductors)
Phase 1 (NOW - July 2026): Monitor & Accumulate
Watch for insider buys in:
- ARM (UK-listed, might show as $ARM.M on Alpaca)
- NXPI (NXP, automotive + edge AI)
- QCOM (mobile + automotive edge AI)
- AMKR (chip packaging, heat dissipation)
- PWR (power infrastructure for data centers)
Use Quiver to track insider buying patterns
If you see sudden insider activity = signal the boom is starting
Phase 2 (If/When Insider Buys Spike - Aug 2026)
- CEO/CFO buying = boom starting in 2-4 months
- Target position size: 3-5% (like semiconductors)
- Hold period: 6-12 months minimum
Phase 3 (Sep-Nov 2026 - Projected Boom)
- Expected returns: 200-600% (based on semiconductor pattern)
- Exit at 200-300% gain or hold for sustained growth
Sep 2024: Insiders start buying
Oct 2024: Stock prices accelerate
Nov-Dec 2024: Main boom (300-1,800% returns)
Jan-May 2026: Plateau (returns flatten)
May-Aug 2026: Insiders start buying (WATCH NOW)
Sep 2026: Stock prices accelerate
Oct-Dec 2026: Main boom (300-600% returns)
2027: Plateau
- CEO buy in ARM, NXPI, or QCOM
- 3+ insiders buying same ticker in one month
- Insider dollar amount >$1M in single buy
- CFO/Director buying (shows confidence)
- Insider selling starts (taking profits)
- Stock up 200%+ with no new insider buying
- Tech sector pullback (market-wide rotation)
| Sector | Status | Timeline | Risk |
|---|---|---|---|
| Quantum Computing | Too early, no insiders | 3-5 years | High |
| Biotech AI | Mixed results | Unpredictable | High |
| Robotics | Capital intensive | 2-3 years | High |
| Edge AI/Packaging | Insider activity starting | 6-12 months | Medium ✅ |
./run_bot.sh
/quiver # Check latest insider buys
# Look specifically for: ARM, NXPI, QCOM, AMKR, PWR- Did any insiders buy in edge AI/packaging?
- Are 6-month returns accelerating?
- Compare against semiconductor boom timeline
- Insider CEO/CFO buy in edge AI ticker
- → Buy position (2-3% of portfolio)
- → Hold 6-12 months
- → Target 200-300% gain
| When | What | Action |
|---|---|---|
| NOW (May) | Monitoring phase | Watch Quiver for insider activity |
| Jun-Aug | Insider buying accelerates | Start small positions |
| Sep-Oct | Main boom starts | Scale up positions to 3-5% |
| Nov-Dec | Peak returns (300-600%) | Take profits at 200-300% |
| 2027 | Plateau | Exit remaining positions |
- Timing risk: Boom might start earlier/later than Sep 2026
- Sector risk: Other sector might boom instead (robotics, quantum)
- Market risk: Tech downturn could delay everything
- Execution risk: Insiders might not buy (but this is your SIGNAL)
Mitigation: Use Quiver as early warning system. If no insider activity by Aug 2026, pivot to monitoring other sectors.
- ✅ The play: Edge AI chips + advanced packaging
- ✅ The signal: Watch for insider CEO/CFO buys
- ✅ The timeline: Now through Aug (accumulate), Sep-Dec (boom)
- ✅ The target: 200-600% returns (like semiconductors)
- ✅ The tool: Quiver insider data as early signal
Next step: Start monitoring Quiver daily for insider buys in ARM, NXPI, QCOM, AMKR, PWR.