Governance for Claude in Legal: Guardrails Before Scale
The confidentiality, privilege, audit, and human-in-the-loop controls legal leadership needs before scaling Claude across the firm.
7 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 58 of 631
Agentic AI & LLMs
Agentic AI, LLM engineering, and the models behind modern automation — multi-agent systems, LLM evaluation and comparisons, RAG, fine-tuning, AI infrastructure, security, and production AI engineering.
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Rolling Out Claude in a Legal Team: Adoption That Sticks
Change management for rolling out Claude across lawyers and paralegals — trust ladders, shared Skills, norms, and the metrics that prove adoption.
7 min read
Claude ROI in Legal: Where the Savings Actually Come From
Where Claude actually saves a law firm or legal department money — a task-level cost model covering billable hours, overhead, tokens, and payback.
7 min read
Migrating Legal Workflows to Claude Agents Safely
Move an existing legal workflow onto Claude agents safely: shadow mode, human-in-the-loop, staged autonomy by risk, and a rollback path that builds trust.
6 min read
Evals for Claude Legal Agents: Gating Releases on Quality
Build an eval loop for Claude legal agents: golden sets, LLM-as-judge, recall-weighted metrics, and release gates that catch regressions before lawyers do.
7 min read
Securing Claude Legal Agents: Sandboxing & Prompt Injection
Harden Claude legal agents with sandboxing, least privilege, secret hygiene, and layered prompt-injection defenses for privileged, adversarial documents.
7 min read
Cutting Token Cost in Claude Legal Agents: Caching & Batching
Prompt caching, batching, and model routing that keep Claude agents in legal workflows fast and cheap — practical cost engineering for law firm deployments.
7 min read
Debugging Claude Legal Agents: Loops & Bad Tool Calls
Fix the failure modes of Claude agents in legal workflows: loops, wrong tool calls, and hallucinated arguments — with concrete trace-debugging tactics.
7 min read
Prompt & Context Design for Claude Legal Agents
What to put in a Claude legal agent's context and what to leave out: system prompts, playbooks, provenance, and the tool loop.
8 min read