KD AI trading strategy
KD AI Trading Strategy Framework
The KD AI trading strategy is a rules-based framework, not personalized advice. It combines filing-backed business evidence, technical confirmation, position sizing, and clear invalidation levels. Given the high debt and restructuring risk, position size should be small relative to portfolio.
Trend-following setup
The primary trend is down. A trend-following approach would require waiting for a confirmed base-building pattern and a breakout above $15.00 with above-average volume before considering a position.
Do not attempt to catch a falling knife. Wait for a measurable basing period of at least 8-12 weeks and a breakout above resistance with volume confirmation.
Mean-reversion setup
If KD approaches the $10.10 52-week low and shows signs of buying support or positive company news, a mean-reversion bounce could materialize. Target the first resistance zone at $14-$15.
Set a hard stop below $9.50. A break below $10.10 without a quick recovery invalidates the setup. Size positions for a 10-20% bounce, not a trend reversal.
Fundamental monitor
Track quarterly revenue trends, margin trajectory, debt reduction progress, partnership deal flow with AWS/Microsoft/Google Cloud, new CFO strategic moves, and free cash flow generation.
Lower the rating if debt continues to rise, revenue decline accelerates, or key partnership revenue fails to materialize within two quarters of announcement.