Current Market Challenges
1. Technical Barriers
- High infrastructure costs for AI deployment
- Complex development requirements
- Limited access to computing resources
- Lack of standardization in AI agent development
2. Resource Limitations
- Centralized computing bottlenecks
- Inefficient resource allocation
- High latency in traditional cloud solutions
- Scalability constraints
3. Development Complexity
- Steep learning curve for AI agent creation
- Limited access to advanced AI capabilities
- Lack of standardized development frameworks
- Integration challenges
4. Market Access
- Fragmented AI agent marketplace
- Limited monetization options for developers
- High entry barriers for users
- Lack of quality assurance standards
5. Privacy and Security
- Data privacy concerns
- Centralized points of failure
- Security vulnerabilities
- Compliance challenges