- Deploy AI Jumpstart packages in client environments, configure data connectors, calibrate agent logic, and validate outputs against source-system controls.
- Architect and implement multi-agent orchestration workflows, including task decomposition, inter-agent messaging, tool-call schemas, and human oversight checkpoints.
- Write and optimize prompts and structured output schemas, implement tool-use patterns against financial APIs, and tune retrieval strategies.
- Build and certify MCP connectors and REST/GraphQL integrations with ERP, EPM, CRM, and HRIS systems.
- Package agents as containerized microservices and configure CI/CD, environment promotion, monitoring, and alerting.
- Work with client finance, IT, and data teams to translate requirements into agent designs, demonstrate agents, and iterate on feedback.
- Instrument agents with deterministic logging, source citations, and control documentation for audit readiness.
- Contribute reusable code, workflow templates, connector certifications, delivery methodologies, and service offerings to the practice.
- Mentor analysts and junior engineers, and contribute to recruiting, proposal writing, and firm-wide AI initiatives.
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