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Duration 35 hours
Course Outline
LangGraph Fundamentals for Legal
- A refresher on LangGraph architecture and stateful execution.
- Key legal use cases: contract analysis, regulatory compliance, and e-discovery.
- Constraints and requirements specific to regulated legal environments.
Legal Data Standards and Ontologies
- An introduction to legal ontologies and metadata (e.g., common taxonomies).
- Mapping legal documents and clauses into graph state.
- Managing data quality, PII handling, and provenance.
Workflow Design for Legal Processes
- Designing workflows for contract lifecycles and reviews.
- Managing decision branching, approvals, and escalation paths.
- Strategies for persisting legal evidence and maintaining audit trails.
Compliance, Governance, and Risk Controls
- Enforcing policies and meeting record-keeping requirements.
- Implementing access control, encryption, and secure logging.
- Model risk management and change control procedures.
Human-in-the-Loop and Explainability
- Designing effective review points and override mechanisms.
- Apply explainability patterns for legal decision-making.
- Generating audit-friendly explanations and summaries.
Integration and Deployment
- Connecting LangGraph to DMS, EDR, and core legal systems.
- Containerization, secrets management, and environment hardening.
- CI/CD for graph deployments and staged rollouts.
Monitoring, Testing, and Safety
- Observability: logs, metrics, traces, and SLOs.
- Test harnesses, scenario testing, and red teaming for legal prompts.
- Drift detection, dataset curation, and continuous improvement.
Summary and Next Steps
Requirements
- A solid understanding of Python and LLM application development.
- Practical experience with APIs, containers, or cloud services.
- Foundational knowledge of legal domain concepts and document types.
Audience
- Domain technologists.
- Solution architects.
- Consultants developing LLM agents within regulated industries.
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 8000 € + VAT*
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