Make decisions in legal cases.

Little of this can be handed to software today.

Software can assemble the case and recommend an answer, and that is genuinely useful. The decision stays with a person because someone has to be accountable for it. Treating the recommendation as the decision is how automation projects fail.

Key facts about this work activity
How automatableBarely automatable
Kind of workJudgment, authorisation and strategy
Jobs that do it3 occupations
Tool categories that applyGeneralist agents, Models and routing
O*NET activityMaking Decisions and Solving Problems (4.A.2.b.1)

What could do this work.

These are the categories of tool that address judgment, authorisation and strategy, with a few live examples from our landscape. We name the category rather than promise that a specific product does your specific task, because that promise would not be true.

Generalist agents

Browses, runs code and completes multi-step tasks inside the chat everyone already has.
Everyone
From $20/mo
Long-context assistant with computer use, plus Claude Code for engineering work.
Everyone
From $20/mo
Google’s assistant, with Project Mariner for browser control and deep Workspace reach.
Everyone
From $20/mo
Autonomous agent that plans and executes long tasks in its own virtual machine.
Prosumers
From $20/mo
Super-agent bundling research, calls, slides and video generation on a credit meter.
Prosumers
From $24.99/mo
Answer engine with agentic research and shopping actions.
Everyone
From $20/mo

Models and routing

One API across 200-plus models, with routing and fallback. What we build on.
Developers
Usage-based
Open-source provider abstraction over 100-plus models with load balancing.
Developers
Open source
Claude models with long context, computer use and strong tool calling.
Developers
Usage-based
GPT and Codex families plus the hosted agent and deep research surfaces.
Developers
Usage-based
Gemini models with browser control and very large context windows.
Developers
Usage-based
Groq
Ultra-low-latency inference, useful when an agent has to answer in real time.
Developers
Usage-based

Categories are matched from the kind of work, not from vendor marketing. Before committing to any of them, check that the tool can reach the system your record actually lives in. That connection, not the model, is where most of these projects stall.

Who does this work.

3 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.

Work that goes with it.

O*NET groups these under “Make legal decisions”. In practice they tend to be done by the same person, in the same sitting.

Related work activities
ActivityJobs
Rule on admissibility of legal proceedings3

Method. The activity, its taxonomy placement and the occupations that perform it come straight from the public-domain O*NET 30.3 database. The automatability band is ours: we map each of O*NET’s 41 generalized work activities to how much of its output current software can produce, assuming a person still reviews and owns the result. It is a coarse three-way judgment on purpose. A precise-looking percentage here would be invented.