ENTERPRISE FEATURES

Agent management controls built around the PrintSpeak enterprise workflow

The real admin surface centers on agent creation, versioning, import/export, scope controls, and operational configuration inside the enterprise UI.

These are the builder and governance features clearly exposed in the PrintSpeak AI agent management screens.

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MATRIX

Capability breakdown

Agent builder workspace

Includes

Dedicated enterprise pages for creating, editing, and organizing AI agents.

Why it matters

The admin flow is centered on `/enterprises/ai_agents`, not a hidden config file or developer-only interface.

Version history

Includes

PaperTrail-backed create, update, and destroy history for agent records.

Why it matters

Editors can inspect prior changes instead of treating each prompt edit as ephemeral.

Import and export

Includes

Base64-backed export/import for agent configs, including prompts, tools, facets, and category settings.

Why it matters

Makes it practical to clone or move agents between enterprises without rebuilding them by hand.

Enterprise and global scope

Includes

Agents can be enterprise-scoped, global, or marked for external use.

Why it matters

This matches the actual `enterprise_id = 0`, external toggle, and scope logic in the model/controller layer.

External-use validation

Includes

Warnings when externally available agents depend on non-external routed assistants.

Why it matters

The builder surfaces configuration issues before an embed is pushed live.

Category assignment

Includes

Prompt categories with single-agent or multi-agent behavior by category.

Why it matters

The category system is part of the real agent model and determines how agents are used in the app.

Bulk model edits

Includes

Enterprise users can update the selected model across multiple agents.

Why it matters

This is more grounded than claiming rollout policies or release orchestration that the code does not show.

Translated names and descriptions

Includes

Agent name and description translation fields are generated and rendered in the UI.

Why it matters

That is a concrete multilingual capability in the admin layer, unlike broader claims about full platform localization.

RELATED FAMILIES

Continue exploring the rest of the platform

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AUTHENTICATION

Authentication and external access are token-based, not generic SSO platform marketing

The implemented access model centers on agent API keys, signed or encrypted tokens, origin controls, and agent/context resolution.

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SDK

SDK and embedding capabilities are script-tag and helper based

The implemented surfaces are a standalone widget script, a JS API, trigger elements, and internal Rails/Stimulus helpers.

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WHITE LABEL

White-label embedding is theme-driven and widget-focused

The external widget supports multiple themes, title overrides, display modes, and custom theme builds for branded deployments.