Catalyst Kodiak AI has done what most autonomous vehicle companies are still promising: it is running fully driverless, commercially-paid trucks with no safety driver in the Permian Basin today, for Atlas Energy Solutions. That is not a pilot — Atlas has placed an initial order for 100 trucks, with 8 currently operating up to 24/7. The company also holds U.S. Marine Corps contracts and partnerships with Bosch and Verizon.[youtube +1] The catalyst I am betting on is simple: the market is still pricing KDK as a pre-revenue AV startup, when it is already past the hardest technical milestone. As the truck count scales from single digits toward the low hundreds over 2026–2027, each new vehicle adds nearly pure software-margin revenue (target: ~60–80% gross margin on the Driver-as-a-Service fee), which should reprice the stock significantly off today’s sub-$1.5B valuation. --- Assumptions • Revenue growth: ~180% in FY2026, reaching approximately $15–20M as the Atlas fleet ramps and new customers onboard. This is below management’s own projections but above a flat-deployment scenario. If trucks scale toward 200 by end-2026, the per-mile DaaS fee (~$0.97/mile) makes this math achievable. • Gross margin: 30–40% near-term, improving toward 60%+ as the hardware integration cost per truck declines with volume. Today margins are negative (hardware cost + remote ops + R&D per truck). The inflection comes when the installed base is large enough that incremental miles cost almost nothing to support. • PE/multiple: not applicable yet (pre-profit). I value this on a Price-to-Sales basis, assigning a 10–15x forward revenue multiple in 2027, consistent with early-stage, high-growth SaaS/autonomy platforms that have demonstrated commercial traction. At $60M 2027 revenue (200+ trucks, full-year contribution), that implies a fair value of $600M–$900M in equity — below today’s price, which is why position sizing matters more than conviction here. --- Risks The