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- Undefined market roles: The edge computing market is still maturing, with roles for different players—like hyperscalers, telecom companies, and small startups—not yet clearly defined. A startup must clearly articulate its niche and value proposition within this dynamic landscape to attract investors.
- Difficulty proving ROI: Many edge projects focus on digital transformation, but the financial payoff is not always immediate or obvious. For investors, this can make it difficult to determine the long-term viability of a new venture, leading to hesitation.
- Slow adoption cycle: For many businesses, edge computing is still a nascent concept. This lack of market awareness, particularly among small and medium-sized enterprises (SMEs), means startups may struggle to build a large enough customer base quickly.
- Lack of “killer app”: Unlike the early days of cloud computing, edge computing lacks a single, widely adopted “killer application” to demonstrate its full potential. While video analytics is a strong use case, startups must sell a broader platform that can support multiple future use cases to gain traction.
- Hybrid architecture complexity: Many edge implementations require a hybrid cloud-and-edge approach, which adds to the architectural complexity. A startup’s ability to provide a solution that integrates seamlessly with both on-premise and existing cloud systems is critical for adoption and funding.