Long-video short-clip production workbench

Reduce clip production time while keeping brand and message control. For marketing teams and creators producing short social clips from long video, convert licensed long recordings, brand assets, caption styles and platform rules into editor-approved short clips with captions, reframing, metadata and scheduled posts. The benefit is a testable hypothesis, measured through approved clips per production hour and corrections after publishing; do not assume that AI output alone produces business value.

Confirm the buyer's problem and scope, collect licensed long recordings, brand assets, caption styles and platform rules, then follow this sequence: 1. Import long videos from platforms or local files. 2. Detect engaging moments and split them into short clips. 3. Generate and edit captions from the transcript. 4. Keep the speaker centered with automatic reframing. 5. Apply brand templates to every clip. 6. Generate thumbnails, titles and hashtags. 7. Schedule and publish clips to social platforms. Resolve uncertain cases with qualified reviewers, approve editor-approved short clips with captions, reframing, metadata and scheduled posts, and measure approved clips per production hour and corrections after publishing against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the three stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One fixed set of platform formats and licensed music; final brand, legal and message checks remain editorial. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Preserve brand voice, source attribution, caption accuracy and usage permissions. Brand owners approve substantive changes and publishing scope. One fixed set of platform formats and licensed music; final brand, legal and message checks remain editorial. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: One fixed set of platform formats and licensed music; final brand, legal and message checks remain editorial. Implement one approved input format, a bounded representative case set and the first two task modules: import long videos from platforms or local files; detect engaging moments and split them into short clips. Support the third module with operator review: generate and edit captions from the transcript. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

Client-owned recordings, authorized platform imports and permitted music sources. Cloud asset storage, social publishing destinations and analytics endpoints. Start with file exchange and validate destination specifications before promising direct publishing. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Source and brand setup, Editable clip review, Client proof and delivery. Use a thumbnail gallery for projects, a large central editing canvas, and a right-hand panel for references, constraints and comments. Let users compare versions side by side. Display draft, changes requested and approved states. Provide a client preview link with comments anchored to the relevant asset. Make the task-specific outcome editor-approved short clips with captions, reframing, metadata and scheduled posts visible beside its evidence, review state and value baseline.