1. **When an LMS/LXP for knowledge workers is required**
- Upskill (Skylight) is not positioned like enterprise learning platforms such as Coursera for Business, Udemy Business, or LinkedIn Learning.
2. **If the organization cannot support hardware and deployment operations**
- Organizations unable to manage devices, updates, mobile device management, training, and onsite champions may find AR deployments difficult to sustain.
3. **When digital SOPs and analytics are the primary need without AR**
- Consider non-AR connected-worker platforms (for example, Tulip or Augmentir) if head-worn AR is not essential.
4. **When public, verifiable security certifications are required before starting vendor discussions**
- Organizations that require published SOC 2/ISO 27001 documentation at the outset may encounter delays due to limited public documentation.
5. **When pilot budgets are tightly constrained**
- AR pilots can be costly when hardware, integration, and content creation are included. If a pilot budget under $10,000 is required, a lighter workflow or SOP tool may be a better fit.