4 audited professionals. Score before, score after, and exactly what they did in between. Anonymised — the data is real.
Composite scores based on SA-AIRS™ v4 methodology · All names anonymised
“I was writing the same boilerplate in different projects for years. The report made it concrete — I was replaceable on paper. Switched focus to distributed systems design. Score dropped 3.6 points in 11 months.”
“My whole job was writing test cases and running them. The score was 8.4 — I already knew it was bad. But seeing it in a formula helped me stop avoiding the conversation and start building automation systems instead of running them.”
“My score was 7.1 and honestly lower than I expected. But the breakdown was uncomfortable — D1 and D2 were both above 7. I was running campaigns, not designing systems. Spent the next year building playbooks, not decks.”
“I was producing dashboards. Good ones — but dashboards. My D2 was 8.0 because everything I made could be replicated by a BI tool. Moved into decision design — framing what questions leaders should be asking.”
Engineers audited in Phase 1
Had scores above 6.5 on first audit
Average score delta over 12 months
Refunds issued
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