paw-cra-design-batch

Batch visual design automation works by ingesting a campaign brief, building a production queue, generating imagery with fal.ai, and applying templating overlays. It validates outputs against brand guidelines and bundles assets with a machine-readable manifest for auditing.

Bundle campaign assets by running them through an automated batch pipeline that packages multi-platform outputs into a structured folder. This pipeline produces a machine-readable manifest detailing every asset for monitoring, debugging, and auditing purposes.

You can validate AI-generated assets against brand guidelines during the production pipeline. The system loads brand contexts and applies validation checks to ensure generated visuals conform to specified brand rules before final packaging.

Convert a content calendar into a production-ready queue by providing it as a brief to trigger the batch design pipeline. The system aligns calendar entries with brand contexts to build a queue for automated, brand-aware asset generation.

Batch design production integrates with fal.ai for imagery generation. The pipeline uses fal.ai outputs, applies templating overlays, and combines them with local config and brand guidelines to produce a final multi-platform asset bundle.

A batch manifest is needed to support monitoring, debugging, and auditing in automated design production. It provides a machine-readable record of the generated asset bundle, ensuring traceability and accountability across the multi-platform campaign production pipeline.