Security, identity, observability and data governance are the less crowded side of the enterprise AI stack and should benefit as open models make AI cheaper. In multi-model setups, switching models gets easier, but rebuilding years of access controls, audit logs, proprietary data pipelines and internal workflows does not. Hardware remains scarce and critical, but names such as Palo Alto Networks, CrowdStrike, Fortinet, Okta, Datadog, NetApp and Snowflake sit around the model. x.comÂ
