We don’t do every Industry. We do yours.
Generic AI doesn’t work in a sawmill. It doesn’t understand OPC-UA protocols in a packaging plant. And it can’t manage a grid that’s getting more decentralized every quarter. That’s why we chose three industries and went deep, learning the machines, the regulations, and the operational realities of each.
Our five disciplines - Engineering, AI Agents, Integration, Automation, and Innovation are the tools. These three industries are where we apply them.

Three Industries. Deep expertise.
machines connected via HOMAG partnership.

Manufacturing
From woodworking to general discrete manufacturing — AI that earns its keep on the shop floor.
compliance regulations.

Packaging
PPWR, VerpackG, LUCID — we turn regulatory complexity into an automated, auditable process.
maintenance cost reduction

Energy
Predictive maintenance and grid analytics for an infrastructure that’s aging faster than the workforce replacing it.
Manufacturing

Challange
Your plant generates more data every shift than your team can analyze in a month. CNC machines log thousands of data points. SCADA systems capture temperatures, pressures, and cycle times. But most of this data sits in local servers, disconnected from your ERP and invisible to management. The result: decisions made on gut feel, reactive maintenance that shuts down production at the worst possible time, and material yields that plateau no matter how many lean initiatives you run.
Meanwhile, skilled operators are retiring faster than you can replace them — and their decades of knowledge about how Machine 7 behaves on humid days goes with them.
Who we serve
Sub-sectors
Company profile
Key buyers
Regulations
What we build for Manufacturing

Every Build service below draws on our five disciplines (Engineering, AI Agents, Integration, Automation, Innovation) in different combinations.
Digitalizes production workflows, scheduling, and real-time performance monitoring. Replaces spreadsheet-based planning with a unified operational platform.
Bridges ERP to the shop floor. Real-time tracking of orders, materials, and quality — paperless operations that eliminate manual data re-entry.
Connects HOMAG, Siemens, Beckhoff, and legacy machines to a unified cloud analytics platform. The data foundation on which everything else is built.
Cutting optimization, yield maximization, batch-size-one sequencing. Leverages the HOMAG partnership to squeeze more value from every board.
AI on sensor data (vibration, temperature, power draw) to catch equipment failures 24–48 hours before they halt production.
AI-assisted quoting for custom orders. Faster, more accurate quotes that account for real material costs, machine time, and complexity.
Automated quality documentation. Generates test reports from production data without manual entry, ensuring compliance and traceability.
Case studies
Outcome metrics
Waste reduction via automated material allocation (HOMAG)
Live products co-developed with HOMAG& WEINMANN
Weeks to first actionable insight
Discovery fee credited to Build
Packaging

Challange
The EU Packaging and Packaging Waste Regulation is no longer a distant proposal — it’s a compliance reality approaching fast. Your operations team is expected to track recyclability scores across hundreds of SKUs, prove recycled content percentages to auditors, and generate LUCID reports for the German market — all while running production lines at maximum speed with shrinking margins.
Meanwhile, your quality team catches defects by eye at line speeds where human inspection misses more than it catches. Your supply chain data lives in a different system from your production data. And every brand owner you serve wants real-time traceability you can’t yet deliver.
Who we serve
Sub-sectors
Company profile
Key buyers
Regulations
What we build for Packaging

Every Build service below draws on our five disciplines (Engineering, AI Agents, Integration, Automation, Innovation) in different combinations
Automated PPWR/VerpackG compliance, LUCID reporting, and recyclability assessment. Turns a quarterly fire drill into a continuous, auditable process. Compliance-as-a-Service.
IoT sensors + predictive maintenance + machine vision on printing, cutting, and sealing lines. Pushes OEE beyond what manual monitoring can reach.
RFID/QR traceability, supply chain visibility, and sustainability claim validation. Proves recycled content percentages to auditors automatically.
Virtual line replicas for scenario modeling. Simulate changeovers, capacity changes, and new material runs before touching the physical line.
Computer vision for automated defect detection at line speed. Catches print misalignment, seal defects, and label errors that human eyes miss.
NFC/QR code integration with consumer engagement platforms. Turns packaging into a digital touchpoint for brand loyalty and market intelligence.
Outcome metrics
Material cost savings
Error rate AI quality inspection
Weeks Prototyping to POC on your line
PPWR audit readiness
Energy

Challange
Your grid was built for one-directional power flow from centralized plants. Now it’s managing thousands of distributed solar installations, battery systems, EV chargers, and heat pumps — all feeding power back in unpredictable patterns. The infrastructure is aging. Transformers installed 30 years ago are running beyond design life. And the NIS2 Directive means your cybersecurity posture is now under regulatory scrutiny.
Meanwhile, the experienced engineers who know every substation by name are retiring. The workforce replacing them needs digital tools that surface the right information at the right time — not another SCADA screen with 200 alarms.
Who we serve
Sub-sectors
Company profile
Key buyers
Regulations
What we build for Energy

Every Build service below draws on our five disciplines (Engineering, AI Agents, Integration, Automation, Innovation) in different combinations
AI for wind turbines, transformers, cables, and switchgear. IoT sensors + SCADA integration + ML models that predict failures before they cause outages. Reduces maintenance costs 15–30% and extends asset life 10–20%.
AI platforms to aggregate and manage distributed energy resources (solar, batteries, EVs, heat pumps) as a coordinated VPP. Optimal dispatch, grid balancing, and new revenue streams from ancillary services.
Load forecasting, renewable generation forecasting, anomaly detection, and automated grid optimization. Turns reactive grid management into proactive, AI-assisted operations.
Case studies
Outcome metrics
Maintenance cost reduction
Ro-HydroHub EU project(Cadran as SME partner)
Cybersecurity compliance built in
FTE allocated to hydrogen digital infrastructure
Every Industry engagement starts the same way
Regardless of your industry, we begin with a 4-week Discovery Assessment. Our engineers come to your facility, map your data landscape, evaluate your systems, and identify the highest-impact opportunities specific to your operation.
What you invest
What you get
What happens next
Your Industry Is our expertise
We chose Manufacturing, Packaging, and Energy because we believe deep domain knowledge is what separates AI that works from AI that demos well. If your operation is in one of these industries, we’d like to show you what’s possible.



