Case Studies
Explore our latest insights and guides focused on case studies.

Tech-flation Reality Check: Apple's Squeeze & Your AI Portfolio
Apple's price hikes expose tech's inflation vulnerability. Is your AI-driven prop firm portfolio ready for the squeeze? Re-evaluate risk and adapt to macro pressures

Earnings Divergence: Your Prop Firm Edge in Mixed Markets
Amid macro noise, individual earnings reports offer high-conviction trading opportunities. Discover how to find alpha in the data center boom and leverage earnings diverg

Case Study: The PharmaCorp Acquisition and Retail Medical Velocity
PharmaCorp is acquiring eight pharmacies for $24.2 million. We break down the M&A math and what it reveals about the health of the retail medical sector.

EPCI Excellence: Subsea 7’s Strategic Engineering Win in Angola
Subsea 7 has secured a substantial contract from ExxonMobil for Block 15 in Angola, highlighting the ongoing capital expenditure in global energy infrastructure.

Widebody Velocity: A Case Study in Post-Pandemic Resilience
As Rolls-Royce holds its guidance steady and widebody engine travel recovers, we analyze the metrics of long-term recovery momentum.

The PE Exit: Why Thoma Bravo’s Refusal to Medallia Signals a New Corporate Era
A case study in institutional sentiment shift as private equity giant Thoma Bravo reportedly refuses fresh cash for Medallia.

The $PSUS Flop: A Case Study in Institutional Sentiment & Retail Exhaustion
Bill Ackman's highly anticipated fund debut dropped 18% from its IPO price on day one. We audit the data behind the flop and what it tells us about current market sentiment.

The Precision Audit: How One Trader Eliminated 15% Slippage
Slippage is the silent killer of funded accounts. Discover how a breakout trader used Toastlytics Precision Metrics to identify and fix a 15% execution leak.

The 48-Hour Recovery: Anatomy of a Funded Account Rescue
We audited a 50k funded account that was 0.5% away from breach. Discover the data-driven steps that turned a near-failure into a payout.

The $100k Reset: How Data Saved a Funded Account from the Brink
Explore the real-world case study of a $100,000 funded trader who hit a 4% drawdown in 48 hours—and how a single data-driven pivot saved the account from total liquidation.