Manufacturing & Industrial
From the plant floor to the back office: decision intelligence and agents that cut cycle time.
Industrial companies win with AI in operations: quality, maintenance, planning, and the document-heavy back office that surrounds them.
Use cases
Where AI pays off in Manufacturing.
Order exception handling
Agents resolve delivery, pricing, and availability exceptions across ERP and CRM.
Predictive maintenance
Anomaly detection and failure prediction on sensor data.
Supplier document processing
Certificates, invoices, and compliance documents extracted and matched.
Engineering knowledge retrieval
Search across drawings, standards, and service history.
Demand and capacity forecasting
Forecasting models integrated with S&OP.
Regulatory notes
What the rules require.
The EU Machinery Regulation and product-safety rules intersect with the AI Act where AI is a safety component. CSRD reporting is increasingly automated with AI and needs auditable data lineage.
Services
How we help.
Build Agentic Workflow Automation
Task-specific AI agents in production for high-volume workflows — support resolution, invoice matching, claims triage, order exceptions, document processing.
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Strategy Data & Platform Readiness
A readiness scorecard and remediation backlog that tells you exactly what stands between you and production.
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Build Predictive & Decision Intelligence
Classical machine learning where it beats LLMs: forecasting, anomaly detection, optimisation, and pricing.
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Enable Workforce AI Enablement
Role-based training for analysts, engineers, and operations teams — with prompt libraries, certification, and an internal champions network.
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Industry lead
Markus Weber
Principal, Industry Lead — Manufacturing
Markus spent twelve years in operations leadership at automotive suppliers before joining Neuronetix. He leads our manufacturing and industrial work.
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