Description
Overview JFLCO is seeking a contractor to design, build, and validate an AI agent platform for Wellman Dynamics, a precision manufacturing portfolio company. The platform will sit on top of Wellman's enterprise data warehouse and deliver department-level AI agents that automate recurring analysis, reporting, and document-driven workflows. The concept is modeled on a comparable production deployment at a peer industrial company built with Claude Code (department agents composed of narrowly scoped subagents and skills, distributed to end users as plugins). Scope of Work • Agent architecture and build: one primary agent for each of 9 departments, each composed of approximately 10–15 subagents (~90–135 subagents total). Each subagent should be narrowly scoped to a specific task with dedicated skills, reference documentation, and context/memory files, with guardrails to minimize hallucination. • Discovery and process capture: structured interviews with department leaders and end users to document current workflows, desired analyses, and output formats. Existing SOP documentation is limited; the contractor should expect to build process understanding from interviews and source documents. • Integrations: connections to the enterprise data warehouse (cloud migration in progress; AWS anticipated) and Microsoft 365 (SharePoint, Outlook). Interim phases may run on static data exports before the warehouse migration completes. • Validation and iteration: hands-on testing cycles with Wellm