Client intake
Email thread, documents, deadlines, matter type.
Targeted AI workflow
Law firm
workflow.
Prepare a legal intake brief with a strict review gate.
Workflow map
Law firm
workflow.
For sensitive work, the automation must be boring in the best way: permissions, audit trail, and a mandatory human gate.
LLM WORKFLOW MAPClick a use case
USE CASE
Prepare a legal intake brief with a strict review gate.
Client documents, legal research, and case-management tools feed a controlled brief. The lawyer reviews before any answer or deadline is created.
For sensitive work, the automation must be boring in the best way: permissions, audit trail, and a mandatory human gate.
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What the automation connects
6
connected touchpoints.
Client documents, legal research, and case-management tools feed a controlled brief. The lawyer reviews before any answer or deadline is created.
Document vault
Contracts, IDs, evidence, prior exchanges.
Legal research
Internal memos, doctrine, jurisdiction notes.
LLM brief
Facts, missing pieces, risk flags, draft questions.
Lawyer review
Validate legal framing, wording, and next step.
Matter update
Reply, task, deadline, document checklist.
Security controls
Sensitive-data protection before the LLM
A law-firm AI workflow should redact or pseudonymize confidential client data before any model call, then use API data controls, audit logs, and lawyer approval to reduce data breach and professional secrecy risk.
Redaction pipeline
Client names, addresses, matter references, evidence identifiers, privileged strategy, and other sensitive data are replaced with stable placeholders before the LLM receives context.
Controlled provider layer
Use paid API configurations with clear data-processing terms, retention controls, and no model-training use by default; request zero data retention where the endpoint and provider plan support it.
Human review and audit trail
The lawyer validates legal framing, re-identification, deadlines, and client-facing wording before the workflow updates the matter or sends any communication.
Why this workflow works
For sensitive work, the automation must be boring in the best way: permissions, audit trail, and a mandatory human gate.
NEW PROJECT / OPEN CHANNEL
Have a process that
should work better?
Describe the workflow, the friction, and what a useful outcome would look like. We will start there.