Strategic Performance Drivers
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Performance was driven by a strategic focus on large, complex matters which generate higher lifetime value, longer platform retention, and increased AI usage.
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The company is shifting from a point-solution provider to a comprehensive litigation partner through the launch of the Unified Litigation Solution, integrating evidence with case law.
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Management attributes growth in large customer segments to an integrated go-to-market approach that enables law firms to market DISCO's AI capabilities to their corporate clients.
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The 'DISCO platform' commercial model reached its 2026 year-end run rate goals by June 2026, driven by simplified pricing and the inclusion of Cecilia AI on every matter.
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Revenue from generative and agentic AI capabilities more than tripled year-over-year, signaling a shift from experimental usage to integral operational adoption by litigators.
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Operational efficiency improved as the engineering organization transitioned to an AI-first development cycle, accelerating the release of Auto Review and Advanced Research.
Outlook and Strategic Assumptions
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Management expects to achieve positive adjusted EBITDA in Q4 2026, supported by continued execution in large-matter acquisition and AI upsells.
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The Unified Litigation Solution is currently in a 'learn first, scale fast' pilot phase with no revenue contribution expected until after fiscal year 2026.
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Guidance assumes that the transition to the new DISCO platform pricing may cause short-term revenue headwinds from lower ingest fees, though this is expected to be offset by higher ongoing fees.
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The rollout of Advanced Research to all customers is scheduled for the coming weeks, following positive feedback from initial testing phases.
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Future product development will focus on 'persistent context,' allowing the AI to maintain a compounding understanding of a matter throughout its multi-year lifecycle.
Strategic Risks and Structural Changes
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Management highlighted a competitive advantage in data access, noting that unlike some competitors limited by API partnerships, DISCO owns or has full licenses to the necessary legal corpus.
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The company filed three provisional patents related to the Unified Litigation Solution, emphasizing the proprietary nature of their litigation-specific AI workflows.
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A potential risk exists in the varying degrees of 'AI readiness' among customers, which management is addressing by simplifying the inputs required for AI-driven reviews.
Q&A Session Summary
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Monetization and adoption cycle for the Unified Litigation Solution
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Management is intentionally withholding firm pricing or monetization plans during the current pilot phase to learn from customer usage patterns on live matters.
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The solution is viewed as a multi-year strategic bet rather than an immediate revenue driver for the current fiscal year.
Competitive differentiation against general legal AI tools
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Management argues that general tools like Harvey or Legora lack the deep integration between evidence metadata and case law required for adversarial litigation.
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DISCO's platform is designed as a 'single pane of glass' to prevent the manual 'stitching' of data from disparate research and discovery systems.
Confidence in Q4 revenue reacceleration and guidance raise
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Confidence is underpinned by three factors: strong execution in large-matter acquisition, faster-than-expected adoption of the new pricing platform, and record Auto Review volume.
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The company is seeing a reversal in customer hesitation toward AI, with more clients now opting for AI-driven review over traditional methods.
