Cursusaanbod

LangGraph Fundamentals for Finance

  • Refresher on LangGraph architecture and stateful execution.
  • Finance use cases: research copilots, trade support, customer service agents.
  • Regulatory constraints and auditability considerations.

Financial Data Standards and Ontologies

  • ISO 20022, FpML, and FIX basics.
  • Mapping schemas and ontologies into graph state.
  • Data quality, lineage, and PII handling.

Workflow Orchestration for Financial Processes

  • KYC and AML onboarding workflows.
  • Trade lifecycle, exceptions, and case management.
  • Credit adjudication and decisioning paths.

Compliance, Risk, and Controls

  • Policy enforcement and model risk management.
  • Guardrails, approvals, and human-in-the-loop steps.
  • Audit trails, retention, and explainability.

Integration and Deployment

  • Connecting to core systems, data lakes, and APIs.
  • Containerization, secrets, and environment management.
  • CI/CD pipelines, staged rollouts, and canaries.

Observability and Performance

  • Structured logs, metrics, traces, and cost monitoring.
  • Load testing, SLOs, and error budgets.
  • Incident response, rollback, and resilience patterns.

Quality, Evaluation, and Safety

  • Unit, scenario, and automated eval harnesses.
  • Red teaming, adversarial prompts, and safety checks.
  • Dataset curation, drift monitoring, and continuous improvement.

Summary and Next Steps

Vereisten

  • An understanding of Python and LLM application development
  • Experience with APIs, containers, or cloud services
  • Basic familiarity with financial domains or data models

Audience

  • Domain technologists
  • Solution architects
  • Consultants building LLM agents in regulated industries
 35 Uren

Leveringsopties

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  • Pre-cursusgesprek met uw trainer
  • Aanpassing van de leerervaring om uw doelen te bereiken -
    • Op maat gemaakte overzichten
    • Praktische, praktische oefeningen met gegevens / scenario's die herkenbaar zijn voor de cursisten
  • Training gepland op een datum naar keuze
  • Gegeven online, op locatie/klaslokaal of hybride door experts die ervaring uit de echte wereld delen

Private Group Prices RRP from €11400 online delivery, based on a group of 2 delegates, €3600 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.

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