Process.AI
Adaptive Production Intelligence – Built for Volatility

Make your production invincible

Efficient production is easy when everything runs smoothly. But what about when every batch is different? When feedstock quality shifts, energy prices swing hourly, and conditions change by the hour?  

Process.AI makes your production processes resilient and self-improving — from day one. It adapts in real time, optimizes continuously, and turns complexity into competitive advantage. The result: fewer losses, better margins, and faster decisions — without hardware changes. 

How Industry Leaders unlock real value with Process.AI

20% ENERGY SAVINGS 

Green Ammonia Producer 

Balanced fluctuating renewables with AI-optimized process control. Achieved over €10M in annual savings. 

5% HIGHER YIELDS 

Phosphate Recovery Leader 

Managed 50+ waste stream variations through virtual optimization. Delivered consistent yield gains. 

40% LESS WASTE 

Polymer Manufacturer 

Reduced batch variance with continuous learning. Enabled high-grade output using recycled inputs. 

Changing conditions call for intelligent processes. Here’s how we help

Navigating Energy Price Swings

In volatile energy markets, production timing can make or break profitability. Process.AI monitors price fluctuations and renewable energy availability in real time, automatically optimizing production schedules to minimize cost and carbon impact — without manual intervention. 

Responding to Supply Chain Shocks

When suppliers drop out or inputs change unexpectedly, production doesn't have to stop. Process.AI evaluates alternate process routes and material combinations in advance, so you can switch instantly with confidence — keeping throughput and quality stable.

Adapting to Environmental Conditions

For weather-sensitive or climate-dependent processes, traditional static models fail. Process.AI incorporates probabilistic weather and demand forecasts to make proactive process decisions — days in advance — so your operations stay one step ahead. 

Core Features of Process.AI

Start Strong. Improve Every Day

Process.AI delivers measurable value from day one — by generating optimized process configurations before the first production run. Using AI-powered digital twins, it simulates thousands of possible process scenarios and selects the best-performing setup based on your real data. From there, every production run becomes a learning opportunity: the system continuously refines its models, adapts to new conditions, and uncovers optimization potential you didn’t even know existed. 

Designed for Operators – No AI Expertise Required 

Process.AI is built to empower the people who run your processes every day. No need for coding, data science, or specialized training. The intuitive interface and transparent recommendations make complex decisions easy – and actionable. 

  • Drag-and-drop interface for fast, intuitive interaction
  • Clear, ranked recommendations with confidence levels
  • “Why” explanations for every system suggestion
  • Operator override functionality that helps the system learn from human expertise 

Engineered for Complexity – Powered by Advanced AI 

Behind the user-friendly experience lies a powerful AI engine designed for the most demanding industrial environments. From volatile conditions to high-dimensional data, Process.AI handles it all – safely, reliably, and at scale. 

  • Machine Learning models capture nonlinear relationships across variables 
  • Probabilistic forecasting accounts for uncertainty and dynamic inputs 
  • Engineering guardrails ensure safe, constraint-compliant optimization 
  • Multi-objective optimization balances performance, cost, and sustainability goals 

Your Journey to AI-Optimized Production

Start Light, Scale Smart 

  • Week 1-2 Connect & Learn

    Read-only data access. No infrastructure changes. Your team keeps working normally while AI learns your process.

  • Week 8 Proof of Value

    Shadow mode results on your desk. See exactly what you could save. Daily reports showing optimization potential.

  • Month 3-6 Scale What Works

    From advisory dashboards to full automation. You decide the pace. Start with one unit, expand to entire plant.

  • Month 6+ Enterprise Intelligence

    Multi-plant optimization. Supply chain integration. New products designed with AI from day one.

Process.AI Success Stories

Green Ammonia

Mastering Renewable Energy Volatility 
 

Details

Challenge

  • Ammonia synthesis demands stable conditions, but renewable energy fluctuates from 0–100%. Traditional buffering methods were inefficient and costly.

Approach 

Process.AI analyzed historical data and ran in shadow mode, identifying dynamic control strategies that predicted energy availability and optimized production schedules in real time. Within six months, the system was fully implemented, reducing energy costs by 20%.

Results

  • €10M+ Annual Savings 
  • 20% Energy Cost Reduction 
  • 6 Months To Full ROI 

Phosphate Recovery 

Consistent Yields Despite Variable Inputs

Details

Challenge

  • Highly variable waste stream compositions made it difficult to ensure consistent yields using traditional control methods.

Approach

Process.AI modeled the facility using existing data, creating a digital twin capable of handling over 50 input variations. Within eight weeks, the system delivered optimized configurations for each waste type, improving process control and boosting yield reliability. 

Results 

  • 5% Higher Yields 
  • Robust Process Control 
  • 50+ Input Variations Handled 

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