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Legal AI & Agent Benchmarking Survey 2026

The 2026 Legal AI & Agent Benchmarking Survey

Tracking the evolution from Generative AI to Autonomous Agents.

Generative AI has changed how we draft. AI Agents are changing how we work.

We are surveying legal leaders — GCs, Legal Ops, and In-house Counsel — to define the industry standard for AI delegation, trust, and autonomy. Contribute 3 minutes of your time to see where your team stands compared to the market.

The full benchmarking report will be published and shared with participants in March 2026.

Section 1 of 5 0%

Section 1 of 5

Demographics

Q1. Your role?

Please select an option.

Q2. Legal team size?

Please select an option.

Section 2 of 5

AI & Agent Awareness

Q3. Which AI capabilities are currently integrated into your daily workflow?

Select all that apply

Please select at least one option.

Q4. Have you heard of 'AI agents' — autonomous AI that executes multi-step tasks like contract review or intake routing?

Please select an option.

Q5. How appealing is an AI agent that works autonomously on your behalf?

e.g. reviewing NDAs, flagging risks, drafting responses, and escalating only when needed

Not appealingVery appealing

Please select a rating.

Section 3 of 5

Desired Capabilities & Autonomy

Q6. Rank your top 3 tasks you'd delegate to an AI agent

Select 3 in order of preference — click to rank them

Contract intake / triage / routing
First-pass contract review / redlining
Legal research & memo drafting
Compliance monitoring / alerts
Matter tracking / updates
Outside counsel spend analysis

Please select exactly 3 tasks.

Q7. What autonomy level would you trust?

Please select an option.

Section 4 of 5

Barriers & Trust

Q8. Top concerns with AI agents acting on your behalf?

Select up to 3

Please select at least one option.

Q9. What would build your trust in an AI agent?

Select up to 3

Please select at least one option.

Section 5 of 5

Value & Buying

Q10. Expected impact from an AI agent on your team's capacity?

Please select an option.

Q11. Willingness to pay for an AI agent (per user / month)?

Please select an option.

Q12. Preferred integration model?

Please select an option.

Q13. What's the biggest gap an AI agent could fill for your team?

Q14. What else would you like to add on this topic?

There was a problem submitting. Please try again.

You're in. Thank you.

We are currently processing the results to identify trends across team sizes and industries. We'll share the full results before the end of March — with real data, benchmarks, and real breakdowns by team size.

Want early access? Sign up for the Lawtrades newsletter and you'll get the report the day it drops.

Get Early Access to the Results →