Manage changes without touching files
Adjust prompts, agents, collections, and configuration from a GUI instead of depending only on scattered files.
Enterprise adds the operating layer to govern assistants, knowledge, SQL, and automation from one console, with multi-Company support and hosted or self-hosted deployment.
Community gives you the open foundation. Enterprise gives you the operating model for teams that need to manage assistants continuously, across real domains and controlled environments.
Adjust prompts, agents, collections, and configuration from a GUI instead of depending only on scattered files.
Scale the operating model across multiple Companies, business units, or client environments without reinventing the system.
Move from basic retrieval to collections, ingestion flows, document inventory, and validation tooling.
Use SQL modeling and structured metadata so the assistant understands tables and schema changes without losing context.
Use asynchronous agents to execute prompts, ingest documents, and connect Enterprise with internal workflows.
Define pipelines over data and documents to normalize, validate, and publish results without losing operational traceability.
Add SSO-compatible patterns, access control, secret management, and safer operational flows.
Measure tokens and USD cost with visibility by user or automation task so teams can operate with tighter control.
Get the edition intended for continuous updates, closer support, and stable long-term operations.
Enterprise is not only a product tier. It is also an operating choice: self-hosted for teams that want infrastructure ownership, or hosted for teams that want faster activation with less platform overhead.
Run IAToolkit Enterprise on your own infrastructure when deployment control and internal operations matter most.
Use the hosted model when you want Enterprise capabilities without taking on the full platform burden from day one.
The Operations Console is one of the clearest expressions of Enterprise value, but it is not the whole edition. Use the separate page when you want to inspect the interface and operating tasks in detail.
The dedicated page focuses on screens, workflows, and what an operator can do inside a Company: prompts, RAG, SQL, integrations, monitoring, and configuration.
Use the product tour to inspect the console, or talk directly if you already have a use case under evaluation.