Digital Squad
2026 Strategy Presentation
John Rey Millor
Full-Stack + AI Engineer
2025 Challenges

What Slowed Me Down

Senturian AI Governance — First Project Learnings

  • 🚧
    Initial phase was particularly difficult
    • One of the main challenges I faced was during my first project, Senturian (AI Governance).
    • The initial phase was particularly difficult to navigate.
  • Took ~1 month before clarity emerged
    • It took nearly a month of focused work before the scope, product requirements, and underlying architecture became fully clear.
    • Once I developed a deeper understanding of what needed to be built—and how the components should fit together—execution became significantly easier and progress accelerated.
  • 💬
    Limited communication early on
    • A major contributing factor early on was limited communication and insufficient alignment on expectations.
  • 📈
    Structured communication changed everything
    • Over time, as communication became more frequent and more structured, tasks became simpler to execute and decisions were made faster.
  • 💡
    Key learning: Upfront alignment is critical
    • The key learning for me is that delivery becomes substantially smoother when requirements and technical direction are clearly discussed upfront and reinforced consistently throughout the project.
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