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Engineering

8 people

Team
01 · Value02 · Roles03 · Skills04 · AI Layer05 · Redesign & Reskilling
Team summaryComplete

TEAM SUMMARY

Engineering: what the review adds up to

Capacity freed, AI tools and the skills to build — built from each person's plan. The page to show leadership.

Complete — all 8 people have a plan← Back to the plans

By the numbers

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Capacity freed

~2.0 FTE

of 8.0 FTE (25%) · 8 of 8 roles scored

Reinvested in

System design, mentoring, and cross-team… · Competitive strategy and roadmap trade-o… · Security and performance testing depth · +5 more

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AI tools

6 of 8 use one

In use today: GitHub Copilot ×3, ChatGPT ×2, Claude ×2

Adoption gap: 2 people

More than half of their work could be automated or augmented, and they use no AI tool yet.

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Skills to build

7 skills

across 8 people

Reviewing AI-generated code ×4System design ×3+ 5 more

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