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From billions of violations to actionable insights: Calibre Vision AI

Screen captures of the Calibre Vision AI graphical user interface showing heatmaps and the Checks window. The left image shows all DRC checks, the right shows only PRBOUNDARY checks.

As advanced node SoCs increase in size and complexity, early full-chip DRC runs frequently produce hundreds of millions to billions of violations. This overwhelming scale leads to new challenges—not just in running checks, but in comprehending results, setting priorities, and coordinating closure across teams. Introduced in 2025, Calibre Vision AI enabled instance-complete, AI-guided triage at full chip scale. In 2026, the platform evolved into a real-time, collaborative closure environment focused on accelerating DRC convergence at every stage.

New capabilities—such as incremental OASIS results loading, enhanced AI-guided Signal grouping, persistent Signal properties and status, global filtering, flexible save and export options, and tighter integration with design implementation tools—allow teams to spot systemic issues sooner, act while checks are running, preserve context across iterations, and coordinate fixes across block and integration boundaries. Together, these advances deliver faster insight, eliminate wasted debug cycles, and significantly compress overall DRC iteration time at advanced nodes.

What you’ll learn

  • How real time, incremental DRC result loading enables earlier and faster convergence.
  • Why AI-guided Signal grouping reduces billions of violations to actionable debug entry points.
  • How persistent workflow states and scalable filtering simplify team coordination and result analysis.
  • How flexible export tools and deep integration support efficient handoff and traceability across the flow.

Who should read this

  • SoC physical verification engineers and debug specialists working at advanced nodes.
  • Design team leads responsible for block integration and closure.
  • EDA tool methodologists and CAD managers seeking improved DRC convergence strategies.
  • SoC integration and implementation teams aiming for faster, more predictable tapeout cycles.

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