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🛡 SCORE: 70 → 38
The roadmap referenced my exact tools — ServiceNow, bridge calls, my actual IBM projects. It didn't feel generic. It felt written for me specifically.
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🛡 SCORE: 72 → 40
I scored 72 as a junior developer. I thought AI tools would help me — not replace me. This roadmap showed me exactly how to flip that equation in 90 days.
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🛡 SCORE: 72 → 42
Finance Manager with 72 on the score. The cohort benchmarking feature showed me I was in the top-risk quartile for my industry. That was the moment I took it seriously.
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🛡 SCORE: 78 → 44
78 out of 100 — that's what Oracle Cerner product support scores. I didn't expect that. The roadmap moved me from support to product analytics in 3 months.
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🛡 SCORE: 74 → 41
Service Level Manager for 20 years — and I scored 74. The score showed that Power BI skills I built over a decade are exactly what's being automated. The roadmap was a wake-up call and a plan at the same time.
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🛡 SCORE: 62 → 34
Angular developer in healthcare IT. My score flagged front-end coding as highly automatable. The pivot to AI-augmented development made complete sense — and the roadmap was entirely specific to my stack.