Using AI Means You Work the Same, or Longer

2026-05-11 · Source: Artificial Lawyer · Field: Legal & Regulatory — Legal Technology (LegalTech), Corporate Law & Business Legal Services · Depth: Fundamental Awareness, medium

Summary

A survey conducted by Artificial Lawyer among 240 legal professionals and legal tech workers indicates that the widespread adoption of AI tools has not reduced working hours. Specifically, 42% of respondents reported working more since using AI, while 50% worked about the same, and only 7% worked less. This trend is attributed to several factors: increased aggregate activity due to system efficiency ("Less friction = more volume"), a potential rise in corrective work for senior staff checking AI output, and broader macro-economic growth in the commercial legal sector. Additionally, the billable hour model in law firms and the accelerated pace of feature development in legal tech mean efficiency gains often translate to higher volume rather than reduced hours, challenging the expectation that AI would free up time for higher-value tasks.

Key takeaway

For legal professionals and executives implementing AI, you should critically assess whether efficiency gains are translating into personal well-being or merely increased organizational productivity. If your team is experiencing longer hours or higher volume without improved job satisfaction, consider strategies to reallocate AI-driven efficiencies to judgment-intensive tasks or personal time, rather than simply accepting increased output demands.

Key insights

AI adoption in the legal sector increases work volume and complexity, not necessarily reducing hours.

Principles

• Less friction equals more volume.
• System efficiency makes the system busier.

In practice

• Evaluate if AI benefits your personal work-life balance.
• Focus on work types you enjoy most with AI assistance.

Topics

• Legal AI Adoption
• Working Hours Impact
• Legal Sector Productivity
• Billable Hour Model
• AI Efficiency

Best for: Executive, Legal Professional, Consultant, Operations Professional

Related on AIssential

• The AI Law Professor: When AI makes lawyers work more, not less — AI often intensifies work and expands responsibilities, rather than reducing workload, leading to potential burnout.
• The efficiency imperative: AI as a tool for improving the way lawyers practice — AI boosts legal efficiency and capacity, but demands human oversight to preserve professional judgment and nuance.
• Some people got fired so I guess they work less now — AI's impact on work varies, often increasing productivity and expectations rather than reducing hours.
• Clients Have Major Influence on Law Firm Legal AI Decisions — Client demands are the primary driver for law firm AI adoption, often dictating specific tool choices.
• AL Interview: Greg Lambert – The Realities of Legal AI Adoption — Legal AI adoption faces practical hurdles including onboarding, tool duplication, and long-term integration challenges.
• AI Isn’t Lightening Workloads. It’s Making Them More Intense. — AI integration is increasing work speed and complexity, potentially leading to overload despite productivity gains.

Open in AIssential →

Editorial summary, takeaway, and curation by AIssential. Original article published by Artificial Lawyer.