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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