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Production automation tool: 30% shorter timelines

A production automation tool for a content operation whose bottleneck was hand-offs, not effort. Project timelines shortened by around 30%.

ServicesAI solutions & workflow automation

The challenge

Educational publishers often store structured data in unstructured files such as PDFs and INDDs. Our client needed faster, more accurate metadata tagging across thousands of assets.

  • Manual tagging delays: a costly and error-prone extraction process.
  • Time-sensitive delivery: real-time file processing was required.
  • Lack of standardisation: metadata fields varied across files.

The approach

A suite of five automations was built to remove the manual effort.

  • AI-powered extractor built in C# with NLP integration.
  • Multi-format support: PDF, DOCX and HTML parsed with structured tagging.
  • JSON export API for automated integration into client workflows.

The results

  • 80% time savings: a significant reduction in extraction duration.
  • Accurate categorisation with high precision in auto-tagging.
  • Enterprise-ready: deployed across the client’s content pipelines.

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