The AI agent infrastructure market encompasses execution environments, observability platforms, orchestration frameworks, and security solutions for autonomous AI systems.
Market Sizing:
- TAM (2028): $11.0B (58% CAGR from $2.8B in 2025)
- SAM: $4.4B (40% of TAM requiring enterprise-grade security)
- SOM: $440-660M (10-15% of SAM achievable by F5)
Competitive Landscape:
The most significant competitive threat comes from hyperscalers. AWS already owns Firecracker, the microVM technology underlying many AI sandbox solutions. Within 12-18 months, AWS could launch a competing product bundled with Bedrock at aggressive pricing.
Implication: F5 has a 12-18 month window to establish market position before hyperscaler competition intensifies.