INDUSTRIAL AI: GameChanger FOR Resource-intensive APPLICATIONS​
Accelerate process innovation, optimize resource use, and adapt to volatility in complex industrial environments

Your Challenge: Transforming high-stakes operations

As critical resources grow scarce and regulations tighten, traditional engineering approaches fall behind. Our Industrial AI platform enhances your existing processes and infrastructure — designing smarter process variants, material combinations, and production configurations before you commit to costly physical changes.

40X FASTER INNOVATION 

Dramatically shorten development cycles. 

25% COST REDUCTION 

Streamline operations, reduce waste, and boost efficiency. 

ADAPTIVE PROCESSES FOR BETTER QUALITY 

Maintain consistent output despite fluctuating inputs and constraints. 

€50K INVESTMENT → €MILLIONS OF SAVINGS  

Unlock measurable business value within 12 months. 

Our Solution: Industrial AI Platform

Our Industrial AI Platform offers two powerful, ready-to-deploy solutions designed to tackle process complexity and accelerate product innovation: 

Process.AI – Adaptive Process Intelligence 

  • Paper Manufacturer: €1.2M+ in annual energysavings through intelligent process control​

  • Chemical Company: 15% increase in plantefficiency despite constantly changing recycling fractions​

  • Recycling Company: €5M in savings throughvirtual plant ramp-up

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What it does

  • Generative Process Design: Digital twins create process variants, AI identifies breakthrough solutions within engineering constraints
  • Digital Process Twins: Purpose-built virtual models that optimize critical decisions before physical deployment
  • Continuous Learning: Start great and improve with every production run
  • Modular Data Efficiency: Connect building blocks intelligently for maximum adaptability 

How it delivers results

  • Virtual Ramp-Up: Save millions by perfecting processes before real production starts
  • Adaptive Control: Maintain continuous quality despite volatile inputs
  • Accelerated Go-to-Market: Rigorous process design cuts time-to-production in half
  • Future-Proof Adaptability: New module, new product, no problem 

Lab.AI - Accelerate Product Development 

Proven Impact

  • Cement Manufacturer: New formulation with 80%less CO₂ — developed in just 8 weeks​

  • Packaging Producer: Food-safe packaging with30% recycled content — developed in just 6 weeks​

  • Polymer Manufacturer: 85% fewer experiments todevelop new formulations

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What it does

  • Inverse Design: Input specifications → AI generates 1000+ optimized candidates → Test only the top 3 
  • Multi-Fidelity Intelligence: Lab data + literature + process knowledge + frontier database connectors 
  • Complexity Mastery: Handle 15 components, 200 parameters, 50 requirements simultaneously 
  • No-Code Implementation: Lab staff operates AI directly 

How it delivers results

  • 40x Development Speed: Characterization + AI replaces lengthy trial-and-error testing 
  • Full IP Sovereignty: Your IP never leaves your control - no vendor lock-in 
  • Overcome Resource Constraints: Find alternatives when key materials become unavailable 
  • Reduce Harmful Components: Systematically replace toxic substances 

Industries we support

Cement & Construction Materials

Manage fluctuating raw material quality while meeting aggressive CO₂ reduction targets.

Paper, Pulp & Polymers

Maintain performance and barrier properties while complying with recycled content mandates in packaging.

Waste Management & Recovery

Extract value from heterogeneous waste streams like ashes and slags; recover critical materials such as phosphorus.

Oil & Gas

Balance the challenges of energy transition with operational efficiency and system reliability.

Energy & Utilities

Ensure grid stability in an environment of high renewable energy penetration and shifting demand.

Chemical Industry​

Keep complex processes stable and ensure product quality — despite volatile feedstocks and tightening regulations.

With iteratec's AI-driven approach, we simulate thousands of solution paths while considering factors like expected performance, costs, and sustainability early on. This enables us to identify highly complex solutions that would be unreachable with conventional research. 

Head of Research & Development Leading Chemical Company

How it works: Faster outcomes through advanced virtualization and continuous learning

Our Partners & Alliances

We work closely with international organizations, research institutions, and open-source initiatives to drive sustainable innovation in industry. 

[Translate to en:] Logo United Nations Industrial Development Organization
[Translate to en:] Logo Global Alliance on AI for Industry and Mannufacturing

De-Risk Your Transformation with our AI-First Approach

Forget costly CAPEX projects and multi-year rollouts with uncertain outcomes. Our AI-first approach embraces variability as the new normal – learning from your data, adapting in real time, and getting better with every cycle. The result? Smarter decisions, faster value creation, and systems that remain resilient – even as conditions change. 

Discover advantages

No new sensors or hardware required

Seamlessly integrates with your existing SCADA/ERP systems

Operable by lab and process teams – no AI expertise needed

Fully traceable outputs – ready for regulated environments 

Whitepaper Industrial Ai

Industrial AI reimagined: Your playbook for the process industry

Traditional AI approaches quickly reach their limits in industry. Our Industrial AI Playbook shows how companies can create real added value in just a few weeks with a decision-focused, adaptive approach – instead of spending years collecting data. Learn how the four fundamental shifts make the difference and how you can achieve measurable results quickly with AI-first strategies.

Get Started now

  • Free scoping session (2 hours)

    Review your biggest challenges. Identify highest-impact AI opportunities with our experts.

  • Proof of concept (6–8 weeks)

    Technical validation in your real environment. Measure effectiveness and build confidence.

  • MVP and SCALE (3–6 months)

    Production-ready system, then step-by-step expansion to other processes.

Your contact

Do you have a specific request or questions about the sustainable alignment of value creation processes in your company? Send me an enquiry and I will get back to you.

Dr. Christoph Völker, Senior Consultant Sustainable Solutions