Automated Video Generator

The Automated Video Generator produces finished video outputs from a template and a data source without any UI step. Load a video template, inject the per-record values (text variables, image URLs, video clip URLs), render the timeline, export an MP4. Repeat for the next row.

This is the headless companion to the Video Editor. Where the Video Editor gives users a timeline-based surface to build video manually, the Automated Video Generator runs the same templates through a pipeline that produces output files in batches.

The Automated Video Generator is one of three Starter Kits centered on “load template, inject data, export” for different output types.

• Design Generator produces a single finished design (image, PDF) from one set of inputs.
• Data Merge produces many finished designs from many data rows: one template, one CSV, one export per row.
• Automated Video Generator is the same headless pattern applied to video. One video template, one data record (or many), an MP4 per record.

All three use CE.SDK’s headless API and the same underlying CreativeEngine. The difference is the output: static image versus image variants versus video frames.

A run through the Automated Video Generator follows three steps.

1. Load the video template. CE.SDK Renderer initializes in a Node.js or server environment and loads a scene from a video template file. The template defines the timeline structure, block positions, and placeholder locations.
2. Inject data. Text variables, image placeholders, and video clip placeholders are filled with values from a data row, an API call, or programmatic inputs. Multiple pages or scenes can be populated in a single pass.
3. Render and export. CE.SDK Renderer renders the timeline frame by frame and writes out an MP4. For batch scenarios the pipeline loops over the data, producing one video file per input.

For high-volume workloads the pipeline runs on the CE.SDK Renderer container, which is the production deployment of the headless engine. For smaller workloads or experiments, the same code can run in a browser context using CE.SDK’s client-side headless mode.

Each pattern below corresponds to a real production use case the Automated Video Generator was built around.

• Sports and event highlight cards. Generate a highlight video per match: the template provides score panels, team logos, and motion graphics, while the per-game data fills in scores, team names, and the match clip. One MP4 per game, fully automated.
• Personalized product videos. E-commerce platforms generate individual product showcase videos per SKU. Product name, price, image, and a promotional clip come from the catalog; the template provides the structure.
• Social media content automation. Marketing teams run weekly or daily generation pipelines: a content template populated with the current promotion, product, or message, exported as platform-specific MP4s for a CMS or scheduler.
• Certificate and credential videos. Learning platforms auto-generate personalized completion videos per learner. Name, course, date, and score injected into a branded motion template, delivered as a shareable MP4.

The output is consistent across runs because the CreativeEngine that renders the timeline is the same one the Video Editor uses interactively. A template approved in the editor renders identically when the pipeline picks it up.

Available on Node.js via CE.SDK Renderer for server-side video export, and on web for smaller workloads via browser-based headless rendering. See cesdk-renderer for the deployment side and data-merge for the static-output equivalent.