A community-governed knowledge engine.
More than a chatbot. Pathways Illinois builds a curated knowledge base, retrieval workflow, review protocol, and staff interface so generated guidance is grounded in current Illinois resources and shaped by community feedback.
Pathways Illinois is designed as a practical knowledge infrastructure for workforce navigation, not a public chatbot dropped onto a complex social problem. The system will collect public workforce sources, partner knowledge, training details, credential requirements, support-service information, and local review notes into a structured pathway library that staff can inspect, update, and trust.
The core idea is a closed loop: community partners identify what job seekers and staff actually need, the technical team turns that knowledge into source-linked modules and retrieval workflows, and staff review the resulting guidance before it reaches participants. Feedback, source expiration dates, and pilot evaluation then flow back into the library so the guidance can improve instead of going stale.
The architecture below summarizes that loop; the detailed stages that follow break the same solution into auditable implementation steps.

Eight stages, every one auditable.
- 01SourcesPublic workforce sources and partner knowledge — dated, geo-tagged, eligibility-aware.
- 02Source inventoryReview status tracked alongside every document.
- 03Markdown pathway modulesHuman-authored, plain-language, source-linked modules.
- 04Retrieval indexUsed to ground every generated answer in current Illinois resources.
- 05LLM drafting layerDrafts guidance using only retrieved, reviewed sources.
- 06Human-reviewed interfaceStaff confirm and edit guidance before participants see it.
- 07User & staff outputsPathway summaries, checklists, resumes, support-service lists.
- 08Evaluation & update protocolFeedback loops feed source review and module updates.
Generic chatbot vs. Pathways Illinois

Source-linked engineWhat the system will and will not do.
- Draft pathway guidance from reviewed Illinois sources
- Surface source cards, dates, and review status with every answer
- Support workforce staff with structured drafts and checklists
- Document feedback for module updates
- Make employment decisions
- Determine eligibility for benefits
- Guarantee job placement
- Replace workforce staff judgement