Disco vs Shopify
Side-by-side comparison of AI visibility scores, market position, and capabilities
Nasdaq LAW; $144.8M revenue 2024 (+5% YoY); 315 large customers; Cecilia AI 32K docs/hour; 90%+ precision vs 75% human; EU launch 2025; legal tech market $31.59B; eDiscovery leader
About
DISCO is a legal technology company founded in 2013 in Austin, Texas, on the mission of using AI to make legal work faster, more accessible, and more just. The company's core technology applies machine learning to eDiscovery — the process of identifying, collecting, and producing electronically stored information in litigation — and has extended its AI platform into legal hold, case management, and contract analysis. DISCO is publicly traded on the New York Stock Exchange under the ticker LAW.\n\nThe DISCO platform serves law firms, corporate legal departments, and government agencies. Its AI engine, Cecilia, processes up to 32,000 documents per hour with 90%+ precision, significantly outperforming the roughly 75% accuracy typical of manual human review. This combination of speed and accuracy addresses the core economics of eDiscovery, which historically requires armies of contract attorneys for large-scale document review. DISCO serves 315 large customers and has expanded into the European Union with a 2025 product launch targeting GDPR-compliant eDiscovery workflows.\n\nDISCO reported $144.8 million in revenue for 2024, a 5% year-over-year increase, demonstrating durable growth in a competitive legal tech market. The company's position as one of the few publicly traded legal AI companies provides it with capital market transparency and credibility with enterprise buyers. As litigation volumes grow and legal departments face cost pressure, DISCO's AI-first approach to document review positions it as a structural cost-reduction platform rather than a discretionary software purchase.
NYSE: SHOP e-commerce platform at $8.88B FY2024 revenue with $292.28B GMV across 4.82M stores; Black Friday $11.5B processing competing with WooCommerce and BigCommerce for small-to-enterprise direct-to-consumer commerce.
About
Shopify Inc. is an Ottawa, Canada-based e-commerce platform — listed on NYSE (NYSE: SHOP) — providing 4.82+ million active merchant stores of all sizes (from solo entrepreneurs to enterprise brands) with tools for online store creation, multi-channel selling (web, mobile, social, in-person), payment processing (Shopify Payments, Shop Pay), inventory management, fulfillment, and marketing analytics, generating $8.88 billion in revenue in fiscal year 2024 (+26% year-over-year) with $292.28 billion in gross merchandise volume (GMV, +24%) and 875+ million customers who have purchased from Shopify merchant stores. Founded in 2006 by Tobias Lütke, Daniel Weinand, and Scott Lake (started as a snowboard equipment store, pivoted to become the platform), Shopify has become the operating system for independent commerce — the default e-commerce infrastructure for the direct-to-consumer brand economy.
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