
AI & Cloud Strategy
Explored how autonomous cloud operations can create value for startups and small businesses.
- Benchmarked 10+ competitors and prioritized use cases around customer pain points, impact, and feasibility.
- Delivered a product strategy covering human–agent oversight, interaction design, and commercial viability.















