Yes — this is the right framing:

Do not remove valuable topics. Scope them into weekly product milestones.

Your roadmap should not be compressed by deleting topics. It should be structured so that every advanced topic becomes a small working feature inside one expandable AI workflow project.

The original plan was correct because it said you should build one reusable workflow spine and then add one concept at a time: document understanding → orchestration → review loops → RAG → memory → agent/tool routing → governance/observability → terminal agents → fine-tuning judgment.

So the updated plan should be:

Build one expandable project in 8 weeks

Project idea:

ClaimFlow AI / DocOps AI

A production-style AI workflow for claim, warranty, freight, insurance, or finance document operations.

Core workflow:

Upload document
→ Extract structured data
→ Validate fields
→ Detect missing/conflicting info
→ Retrieve policy/rules
→ Agent chooses next action
→ Human reviews
→ System remembers correction
→ Logs/evals/observability track quality

This gives you a full project by Week 6, and advanced expandability by Week 7–8.


Final roadmap

Week 1: Document Intake Reviewer

Product shipped

A working screen where you upload one PDF/image/email text and get structured JSON.

Build