# Platform selection considerations When selecting or designing an agentic AI platform, organizations should consider the following: + **Integration depth** – Evaluate how well the platform integrates with existing data sources, tools, and protocols. + **Scalability** – Ensure that the platform can dynamically scale to support autonomous workloads and multi-agent collaboration. + **Security and compliance** – Assess data privacy, encryption, and governance features against organizational and regional requirements. + **Extensibility**– Choose platforms with modular architectures that allow new tools, models, or agents to be added over time. + **Observability** – Prefer platforms that provide detailed telemetry, traceability, and audit logs for agentic interactions. + **Cost efficiency** – Consider serverless or usage-based models to optimize cost for variable workloads.