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Generative AI Manufacturing

Generative AI workflow automation. Built for a product manufacturer.

A leading private equity firm wanted cutting-edge generative AI automation in one of its portfolio companies, a product manufacturer, to boost efficiency and competitiveness. Here’s how we helped.

Around

850hours

of work saved every month

The opportunity

Less manual effort, fewer errors. And faster processes.

Our client, a prominent private equity firm, recognised the transformative potential of generative AI across its portfolio. It partnered with Exometrics to develop a state-of-the-art manufacturing workflow automation system for a mid-sized product manufacturer in that portfolio.

The goal was to significantly reduce manual effort, minimise errors and accelerate processes, using a combination of traditional automation techniques and cutting-edge AI technologies.

Our solution

One modular system. Traditional automation, enhanced with AI.

We designed a modular, AI-enhanced workflow automation system built on a robust infrastructure. Our approach combined traditional automation with advanced AI to address four specific challenges.

  1. BOM processing automation
  2. Intelligent document processing
  3. Enhanced communication system
  4. Production scheduling optimisation

Technologies used.

The cloud, tooling and machine learning frameworks behind the system.

  • Google Cloud
  • Docker
  • Python
  • PyTorch
  • TensorFlow

Results

Hours back every month. And more production capacity.

  • Saved approximately 850 work hours per month by automating tasks
  • Increased production capacity by 37% by eliminating bottlenecks caused by human response time and inefficiencies

850hours

of work saved every month

37%

more production capacity

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