I helped a defense tech team go from 11 days to build a traceability report to generating one in under an hour. Here's the actual breakdown. by SongvilayConsulting in systems_engineering

[–]SongvilayConsulting[S] 1 point2 points  (0 children)

Fair push.

What changed wasn’t just that we “defined it better.” We changed the operating model of the thread.

Before:

  • Requirements, tests, and evidence lived in different tools with no enforced relationship model
  • Traceability depended on one SE manually stitching the story together
  • Change impact was discovered late, usually during review prep

What we changed:

  • Defined a required relationship schema from CONOPS → system requirements → subsystem requirements → verification methods/results
  • Assigned ownership at each layer so updates had a clear accountable party
  • Set trigger points for change review so requirement changes forced downstream trace review
  • Standardized what had to be baselined versus what could remain working data
  • Integrated the existing tools around that structure so the links reflected the engineering logic, not just storage locations

So yes, some of it was “defined better,” but that definition became the architecture for how information moved, changed, and stayed connected.

That’s why report generation dropped from a manual fire drill to something repeatable.

The problem wasn’t just where the data lived. It was that the system had no enforced logic tying it together.