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      • AI Autonomy Scores by Task
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    1. Home
    2. Legal AI Index
    3. Time Savings by Legal Task

    Time Savings by Legal Task

    Median hours saved per task when a lawyer works with AI versus alone.

    MeasuredUpdated 2026-07-08

    Time Savings: Human Only vs. Human + AI

    Median task completion time in minutes - comparing human-only work with AI-assisted work.

    Measured data - pre-processed from HAQQ's real Legal AI Index usage dataset (134,000+ data points across 30 countries) or HAQQ's own /50 cross-model legal benchmark.

    Across the 12 measured legal tasks, HAQQ's usage data shows AI-assisted work cutting median completion time by 57-66% versus working alone. The largest gain is in reading and rewriting legal documents, where median time drops from 0.50 to 0.17 hours, a 66% reduction and the steepest of any task tracked. Most other tasks, from compliance monitoring to reviewing regulations, cluster tightly around a 60% reduction, showing the gains are broad-based rather than concentrated in one workflow.
    Back to the Legal AI Index reportAll research graphs

    Related research

    AI Autonomy Scores by Task

    How autonomously AI can handle each legal task, on a 1-5 scale with confidence intervals.

    Legal Productivity Benchmarks

    Before-and-after time per workflow, with the productivity gain from AI.

    ROI & Cost Analysis

    Legal spend with and without AI, by firm size and per task.

    Cross-Model Benchmark

    HAQQ's measured benchmark scoring legal AI models out of 50.

    Legal AI Index

    The full data report on how AI is used across the legal ecosystem.

    Legal Agent Study

    All-pass rubric grading of AI agents on long-horizon legal work.

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