KPI · 0101/04
95%
Faster Scheduling
Automated dynamic rescheduling based on machine availability and rush orders. Four hours becomes five minutes.
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Deploy sovereign AI on your infrastructure - in weeks, not months.
Manufacturing · AI agents for sovereign deployment
AI agents for quality control, predictive maintenance, and supply-chain visibility — all on your infrastructure. OT data never leaves your environment.
60% fewer false defect alarms. 3–5× ROI on maintenance. Zero proprietary data on public cloud.
Your OT data never leaves your infrastructure.
Product designs and IP stay on-prem
Production schedules you fully control
Sensor data remains on your edge/cloud
No third-party training on your defects
Your plant managers want to optimise. Your team is stuck fighting fires.
Manual quality control misses microscopic defects - leading to costly recalls and customer escapes.
Machine downtime is unexpected. Maintenance happens only after something has already broken.
Supply-chain blind spots cause raw-material shortages that halt production lines for hours or days.
Scheduling is manual and static. Reshuffling for a rush order or absent worker takes four hours.
Every SaaS AI tool wants to process your proprietary data on public cloud infrastructure you don't control.
The gap
60%
reduction in false defect alarms with AI vision on your line.
Your facility already generates terabytes of data. Instead of using it to predict failures, you use it to explain why they happened.
Deploy AI agents that handle monitoring and scheduling while your team focuses on engineering and output.
95%
Faster Scheduling
Automated dynamic rescheduling based on machine availability and rush orders. Four hours becomes five minutes.
3-5×
Maintenance ROI
Preventing a single line-down event pays for the predictive-maintenance agent outright.
60%
Faster Onboarding
Procurement agents handle supplier chasing, PO tracking, and ERP updates automatically.
20%
Inventory Reduction
Optimised safety-stock levels based on predictive demand and lead-time models.
From quality inspection to supply chain, deploy agents that keep production moving.
Quality Control
Vision, inspection, defects
Predictive Maintenance
Vibration, heat, failure prediction
Supply Chain Monitor
Visibility, prediction, logistics
Production Scheduling
Dynamic optimisation
Deploy pre-built agents, or use specs and templates to build your own in Studio.
Quality Control Agent
Uses your line cameras to inspect products for microscopic defects, cracks, and colour inconsistencies. Reduces pseudo-failures (false alarms) by 60%. Models can be trained on just a few images to start.
Predictive Maintenance Agent
Listens to machine vibrations and heat sensors to predict bearing failures or motor burnouts days in advance. Targets 3-5× ROI by preventing catastrophic line-down events.
Supply Chain Monitor Agent
Control-tower agent that predicts shipping delays and material shortages. Integrates with logistics data to identify detention and demurrage risks before they cost you money.
Production Scheduler Agent
Dynamically reshuffles the daily production schedule based on unexpected downtime, worker absence, or rush orders. Automates four hours of planning work into five minutes.
Inventory Optimiser Agent
Balances just-in-time with just-in-case. Predicts exact safety-stock needs based on seasonality and lead times. Maintains service levels while slashing inventory holds by 20%.
Procurement Agent
Automates the chasing of suppliers. Sends follow-ups on late orders, updates the ERP automatically, and speeds up supplier onboarding by 60%.
Safety Monitor Agent
Uses computer vision to monitor safety compliance - detecting missing PPE (helmets, vests) or unauthorised access to hazardous zones. Alerts floor managers instantly to prevent accidents.
OT Security Agent
Monitors Operational Technology (OT) networks for anomalous behaviour. Detects unauthorised access or unusual command patterns sent to PLCs. Secures the factory floor from cyber threats.
Your ERP. Your MES. Your edge.
Integration · 01
SAP
Integration · 02
Siemens
Integration · 03
Oracle
Integration · 04
Rockwell
Integration · 05
Azure IoT
Integration · 06
OPC UA
From visual workflows to full code - pick the path that fits your team and project.
Visual Builder
Follow guided steps to build agents. Configure each stage through the UI. No code required.
Best for
Operations teams and floor managers
Conversational Builder
Plant managers describe how they identify defects or plan schedules. AI generates the agent. Developers refine together.
Best for
Plant Managers + Developers together
Full IDEs
JupyterLab, VS Code, RStudio with GPU access, pre-installed frameworks, and direct deployment.
Best for
Data Scientists & ML Engineers
Every AI decision is logged, explainable, and traceable for quality audits.
ISO 9001
Quality-management system certified.
IEC 62443
Industrial cybersecurity standards compliant.
Full Audit Trail
Every decision logged and explainable for quality audits.
Edge Deployment
Deploy on-prem or at the edge. Meet air-gapped requirements.
Deploy your first manufacturing agent in minutes, or talk to our team about building custom agents for your plant network.