AI-assisted requirement synthesis
Using AI to turn large technical references and meeting notes into artifacts people can actually review.
COD 2026-27 cycle
From annual-update chaos to a shared product operating system.
This is the working hub for COD annual-update artifacts: schema diffs, report-change dashboards, export-logic visuals, and the PM narrative behind why each artifact exists.
What this demonstrates
Cross-functional alignment
Giving product, engineering, QA, support, implementation, and client-facing teams one shared place to point.
Operational judgment
Separating public explainers from lightweight-gated internal rule references when the audience is smaller.
Active cycle
2026-27 COD annual update
The 2026-27 cycle is the current portfolio slice. It shows how a PM can take dense federal and system requirements, make them inspectable, and move them through delivery conversations.
COD 2026-27
ActiveSchema diffs, XML sample comparisons, Volume 6 import-report views, Direct Loan field logic, Workforce Pell export logic, and internal message-class rules.
View the cycle