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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Skills the team needs
| Reviewing AI-generated code | Alex Kim, Jordan Lee, Nina Torres, Sam Patel | 4 |
| System design | Alex Kim, Jordan Lee, Sam Patel | 3 |
| Exploratory testing | Diego Alvarez, Maya Chen | 2 |
| Product discovery | Ben Foster, Grace Liu | 2 |
| Prompt design | Ben Foster, Nina Torres | 2 |
| Test strategy | Diego Alvarez, Maya Chen | 2 |
| Data storytelling | Grace Liu | 1 |
Only skills you've kept are counted.