Agentic AI for Manufacturing
AiXpertz.ai builds autonomous AI agents for manufacturers that predict equipment failures before they occur, catch defects in real time with computer vision, optimize supply chains end-to-end, and schedule production dynamically — integrated with your existing MES, SCADA and CMMS platforms.
High-impact Manufacturing workflows
Predictive Maintenance
Detects anomalies in vibration, temperature and current signatures, and creates work orders before breakdown.
Quality Control
Computer vision inspects parts in-line at production speed and routes non-conforming units automatically.
Supply Chain Optimization
Monitors supplier lead times and demand signals, re-routing purchase orders before stockouts occur.
Production Scheduling
Dynamically re-sequences orders in response to demand, machine availability and material constraints.
Inventory Management
Tracks raw material, WIP and finished goods in real time, triggering replenishment autonomously.
Energy & Yield Optimization
Identifies inefficient operating parameters and quantifies yield loss from process variation.
From sensor data to autonomous maintenance action
Sensor ingestion via OPC-UA/MQTT
The agent connects to your OT environment through the dominant industrial protocols.
Time-series anomaly detection
An ensemble of models scores anomalies by severity and rate-of-change.
Failure prediction with RUL
A remaining-useful-life estimate updates continuously as new sensor data arrives.
Autonomous work-order creation
Work orders are created in your CMMS with asset ID, failure mode and recommended parts.
Technician feedback loop
Real-world findings retrain the model, improving accuracy with every maintenance event.
Built for Manufacturing, not generic AI
Native OT integration
OPC-UA and MQTT ingestion with connectors for SAP PM, Maximo, Siemens Opcenter and OSIsoft PI.
Sub-100ms edge inference
Edge-deployable models for in-line quality inspection and closed-loop control.
Safety-first oversight
Mandatory human approval for any action affecting safety-critical systems or quality records.
Ready to deploy AI on your production floor?
Every engagement begins with a risk-assessed pilot. If we don't deliver measurable results within the agreed pilot period, you pay nothing for the pilot phase.