Guided beginner path

Workshop Apprentice

Every module includes plain-English definitions, safe defaults, and one step at a time. Current tone: friendly. Current role: not set.

AI orchestration

Route the next action automatically

Intent Router, AI Mode Selector, Workflow Engine, Memory Layer, Operator Fallback, Unified API, and telemetry stay connected across every workspace.

Describe the outcome

Intent Router

Confidence: 78% · matched_apprentice_service_terms

Capture inputs

Collect URL, upload, free-text brief, language, audience, and goal.

AI suggestions

Generate focused recommendations before producing final assets.

Generate results

Create localized outputs, checklist items, and next-step actions.

Memory Layer

last_intent · last_ai_mode · latest_brief

Operator Fallback

Ready

Telemetry

orchestration.intent_routed · orchestration.workflow_started

Start with the launch checklist

Use templates before advanced settings

Review each recommendation before publishing

Guided website setup

Script templates and publishing basics

Audience discovery walkthrough

Trust-building review collection

Social video starter flow

Website improvement walkthrough

Upload, transcript, clips, titles, and publishing checklist

Improve Website

Optimize Podcast Studio

Upload or link an episode and confirm the show goal.
Review visual examples for transcript cleanup, short clips, titles, and metadata.
Approve the distribution checklist and open the podcast studio optimizer.