Manufacturing Agents. Factory Uptime. Sovereign Execution.
Deploy AI agents for quality control, predictive maintenance, and supply chain visibility. All on your infrastructure. OT data and production schedules never leave your environment.
Factory Operations
End-to-end coverage
Industrial Data Sovereignty
Your data never leaves your infrastructure
Plants run 24/7. Processes are reactive.
Your plant managers want to optimize. Your team is stuck fighting fires.
Manual quality control misses microscopic defects, leading to costly recalls.
Machine downtime is unexpected. Maintenance happens only after something breaks.
Supply chain blind spots cause raw material shortages that halt production lines.
Scheduling is manual and static. Reshuffling for rush orders takes hours.
Every SaaS AI tool wants to process your proprietary data on public cloud infrastructure you don't control.
Your facility generates terabytes of data. Instead of using it to predict failure, you use it to explain why failure happened.
Measurable outcomes across the factory floor
Deploy AI agents that handle monitoring and scheduling while your team focuses on engineering and output.
Automated dynamic rescheduling based on machine availability and rush orders.
Preventing a single line-down event pays for the predictive maintenance agent.
Automated procurement agents handle supplier chasing and ERP updates.
Optimized safety stock levels based on predictive demand models.
Agents across the entire production lifecycle
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 optimization
Production-ready agents for every factory workflow
Deploy pre-built agents or use specs and templates to build your own in Studio.
Quality Control Agent
Uses cameras to inspect products for microscopic defects, cracks, or color 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 3-5x 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/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 4 hours of planning work into 5 minutes.
Inventory Optimizer 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 emails to check on late orders, updates the ERP automatically, and speeds up supplier onboarding by 60%.
Safety Monitor Agent
Uses computer vision to monitor for safety compliance: detecting missing PPE (helmets, vests) or unauthorized access to hazardous zones. Alerts floor managers instantly to prevent accidents.
OT Security Agent
Monitors Operational Technology (OT) networks for anomalous behavior. Detects unauthorized access or unusual command patterns sent to PLCs. Secures the factory floor from cyber threats.
Plugs into your Factory Stack. No rip-and-replace.
Your ERP. Your MES. Your Edge.
Your Plant Managers know the lines. Capture that.
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.
Conversational Builder
Plant managers describe how they identify defects or plan schedules. AI generates the agent. Developers refine together.
Full IDEs
JupyterLab, VS Code, RStudio with GPU access, pre-installed frameworks, and direct deployment.
Built for regulated manufacturing
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.
Stop reactive maintenance. Start autonomous manufacturing.
Deploy your first manufacturing agent in minutes, or talk to our team about building custom agents for your facility.