Playbooks: Industrial Use Cases Using AI
Augment with AI
Manufacturers sit on a disconnected goldmine of production data and knowledge.
Augmented by Fero Labs AI, cross-functional teams can work together to make better use of raw and recycled materials, production time, and energy consumption.
Using Fero Labs AI, Process Engineers and Data Scientists can rapidly model complex processes and learn how to make them more efficient, 90x faster.
"We are always looking at how to improve our production processes to be more sustainable, to lower costs, and to be more competitive in an international market. Fero Labs helps us tackle these goals at the same time."
Utku Öner, CEO, CELSA Nordic
Trust | Transparency | Explainability
Connect data to the right context
Artificially intelligent models only drive value when data is understood in the appropriate context. Fero Labs makes it seamless to link process data to production setup, so the models can draw the most accurate conclusions.
Discover data driven analysis
Understand outcomes with confidence
Unlike conventional black-box technology, Fero Lab’s white-box algorithms give your team the context behind the data and the confidence levels in the output so they can make faster, more informed decisions.
About white-box machine learning
Avoid small fires and improve live production
Optimization initiatives don't always match the reality on the factory floor. With Fero Labs deployed directly in the control room, operators get live recommendations that take into account your constantly shifting conditions.
About live optimization
"The speed of calculation is unreal. Based on the information coming in live, we can adjust the process to meet requirements. No matter what unstable conditions surround a process, Fero Labs is going to immediately give you the right answer."
Carlo Travaglini, Director of Technology, Gerdau
Transparent & Explainable
- Contextual white-box machine learning (ML)
- Confidence bands on every prediction
- Live explainable optimizations
- Proprietary ML models
- Plug & play Use Case Blueprints
Revenue & Emission Results
- Cost savings
- Sustainability savings
Testing & Live Optimization
- Simulated digital environment
- Live production optimization
Get results 90x faster
What if use cases that took months of work using traditional methods could be run in minutes?
- Caster predictions
- Ladle optimizations
- Lanxess
- Aniline catalyst forecasts
- Root Cause Analyses (RCA)
- 'What-if' scenarios
And more. Imagine your team on Fero Labs AI.
Solutions for every sector
Fero Labs is built for complex manufacturing settings. You can build a virtual replica of any process, then draw on powerful white-box machine learning insights to optimize performance while reducing costs and emissions. You won't just hit your KPIs—you'll also get a more proactive approach that transforms your process as well as your bottom line. Fero Labs easily scales across industries including Steel, Chemicals, Oil and Gas, Cement, and CPG.
Steel
Reduce raw material costs, while delivering the quality customers expect.
Chemicals
Go beyond data analytics to tackle complex production issues.
"Whether you're looking for an intuitive tool in hopes of finding the 'needle in the haystack,' or to create, deploy, and enhance a highly interactive model, I'd point anyone seeking a self-service analytics machine learning solution without a doubt to Fero Labs."
Philipp Frenzel, Head of Digital Services, Covestro
