Our community narratives are driven by numbers and valuation.
Extreme Networks has a credible path to $52 over the next five years because it is shifting from a hardware‑centric model to a cloud‑driven, subscription‑based networking business with strong medium‑term growth forecasts. Analysts expect revenue to grow roughly 8–11% per year and earnings growth closer to 40% per year , with projected returns on equity rising into the mid‑to‑high 60% range as the company scales its software and SaaS platforms.Read more
Deep Dive: Assessing the Sustainability of CRWV’s Compute-as-a-Service Model I’ve been looking into the business model of CRWV and its reliance on high-leverage hardware acquisition. Here’s a breakdown of why the current trajectory might face significant structural headwinds compared to established players.Read more
Key Takeaways EVA Live (Nasdaq:GOAI) has launched NeuroServer , a purpose-built AI system trained specifically for digital advertising rather than built on off-the-shelf AI models. Its custom neural architecture is designed for multi-objective optimisation across real campaign KPIs, and was trained using reinforcement learning in an agency environment, positioning it very differently from typical AI-powered ad-tech tools.Read more
Key Points: Sparc AI (CSE:SPAI) is tackling a growing global problem: drones and aircraft failing when GPS is jammed or spoofed, a problem already driving massive government losses globally. Its Overwatch platform is a software solution to the hardware problem, using AI and existing sensors making it highly scalable across fleets.Read more
Autodesk (ADSK) has a credible path to $330–$378 over the next five years because it remains the dominant software platform for architecture, engineering, construction, and product design, with a strong shift toward subscriptions and recurring revenue. That transition gives earnings higher visibility and improves capital efficiency, which can support a premium valuation if growth continues.Read more
Moody's Corporation is a regulatory-moated oligopoly wrapped in a compounding software business. The MIS ratings franchise holds the most durable structural position in financial services: NRSRO designation is a legal prerequisite for capital adequacy calculations in virtually every major financial market globally, the duopoly with S&P has been unbroken for over four decades, and the proprietary century-old default database cannot be replicated at any cost.Read more
MSCI is a Wide Moat compounding machine whose index benchmarks serve as the institutional standard for $16.5 trillion in global AUM, generating 75%+ recurring revenue at 93-95% retention rates and approximately 50% FCF margins. The investment thesis rests on three durable pillars: (1) permanent switching costs in the Index segment, where fund mandate rewrites, LP notifications, and derivative contract renegotiations make benchmark migration prohibitively costly for all but the most determined sponsors; (2) secular tailwinds from the continued growth of passive investing and the institutionalization of private markets, which expand MSCI's AUM-linked revenue with zero incremental cost; and (3) an emerging private assets franchise replicating the Index playbook in a $10 trillion+ private equity and credit market that currently lacks institutional-grade benchmarks.Read more
Visa executes steadily on its three-pillar strategy: Consumer Payments volume growing 8-9% in constant dollars driven by secular cash-to-card conversion and cross-border recovery; CMS at ~20% initially decelerating to ~12% by FY30; VAS sustaining 20-25% growth before decelerating to ~15% by FY32 as the business matures. The DOJ antitrust case resolves with a monetary settlement and limited routing adjustments — painful but not structurally disruptive to the debit network economics.Read more
DSV A/S (CPH:DSV) — My Investment Thesis Hey everyone I'm Bejgal , and I want to share why I believe DSV is one of the most compelling logistics plays in Europe right now. My model points to a fair value of DKK 2,190 — a 22% discount to where it trades today.Read more