Project
Google's enterprise platform for building, deploying, and governing AI agents on Gemini models, with runtime, API, and security tooling for businesses.
Meta named four enterprise AI products and hired ex-MongoDB CEO CJ Desai to run them, but gave no pricing, launch date, customers or regions. Until those terms appear, it is a roadmap item, while Microsoft and Google already ship agent identity controls.
Reality
Gemini 3.5 Transcribe ships as a sub-second streaming endpoint and a batch one, with filler-word removal and formatting inside the model. The catalog and the pricing page have not caught up.
Perspective Coverage
6 publishersReality
The private preview reads OpenTelemetry traces from agents on Gemini Enterprise, files findings into Security Command Center with a severity and a plain-language rationale, and only sees agents already instrumented to its spec.
Reality
Google has put video continuation in front of paying Gemini subscribers with a 10-second context window and a 40-second ceiling, which is enough for a short spot but only if you understand what the model can still see by the fourth segment.
Perspective Coverage
3 publishersReality
Gemini Omni 1.1 Flash generates video with audio and accepts revisions as plain sentences, with the edit chain held server-side by interaction id. The ceiling on a finished clip is 40 seconds, and no eval came with it.
Reality
Two weeks after release, Grok sits in Microsoft's, Amazon's and Google's catalogs. The Foundry listing is a public preview, which is not what the Bedrock deployment got.
Reality
DeepSeek Harness is an MIT-licensed developer preview in which the model adapter, tool registry, session log and agent loop are all plugins. The interesting part is what that implies for evaluation.
Reality
Registrations and uploads are already off, accounts and all data get deleted at sunset, and Google's suggested replacement is that you build your own agent.
Reality