AI Recommendations
AI supports staff with explainable suggestions — never silent automation (demo).
AI Suggestions Inbox
Approve, edit, or reject suggestions. Each suggestion includes "why".
Explainability
Select a suggestion to view signals and reasoning.
No suggestion selected.
Variant Generator Studio
Generate multiple drafts from one goal. Adjust tone and ask intensity.
Inputs
Ready.
Outputs
Select a draft to preview and send to Comms.
Preview
Preview channel shaping.
Clip-to-Message Engine
Pick a clip and generate outreach drafts tied to that moment.
Select Clip
Generate
These are demo drafts. Real system uses transcript + themes + behavior.
Generated Drafts