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MANUFACTURING

The line tells you what it needs. Someone has to listen.

Ten applications split cleanly: five facing dealers, customers, and suppliers, five facing the plant floor. Both run on the same foundation as the engineering stack underneath.

Engineer AidePLANT + CHANNEL

PROOF, NOT PROMISE

A line anomaly, escalated before it stops production

Sensor drift gets detected, scored for severity, and turned into a work order with the right technician attached.

line 3 · asset PRESS-07Sample data

Aktion Agent steps

Anomaly detected

Vibration and temperature drift outside envelope.

Severity scored

Impact on throughput and downstream orders weighed.

Work order raised

Parts, procedure, and torque data attached.

Technician assigned

Skills and shift matched, ETA published.

Detection

Vibration +18% baselineDETECTED

Bearing wear signatureMATCHED

Spare in stockCONFIRMED

Shift handover in 40mNOTED

WORK ORDER RAISEDTECHNICIAN EN ROUTE

CONTAINED

UNDER THE HOOD

Ten applications, one operational picture

Channel-facing and plant-facing work share the same asset and order data, which is why one deployment unlocks the next.

Tap a capability to filter the list below.

Facing your customers and channel

Customer Self-Service Portal

Order status, documentation, and support without a call.

Conversational AI

Dealer and Distributor Portal

Pricing, availability, and order placement across the channel.

Workflow Automation

Field Service and Dispatch

Schedules, routes, and briefs technicians with full asset history.

Agentic AI

Supplier Collaboration and Quality

Shares specifications, tracks non-conformance, closes corrective actions.

Workflow Automation

Warranty and Product Registration

Registers products, validates claims, and detects abuse patterns.

OCR + Anomaly Detection

Facing the plant floor

Production Line Issue Tracker

Detects, scores, and escalates line anomalies into work orders.

Streaming Analytics

Digital Work Instructions

Step-by-step guidance and training at the station, always current.

Generative AI

Tool and Equipment Calibration

Tracks calibration due dates and blocks out-of-tolerance tools.

Workflow Automation

Internal Logistics

Coordinates material movement against production schedule.

Predictive Analytics

Maintenance Work Orders

Raises, assigns, and closes maintenance with parts and procedures attached.

Agentic AI

The line tells you what it needs. Someone has to listen.

A line anomaly, escalated before it stops production

Ten applications, one operational picture

Facing your customers and channel

Facing the plant floor

What stops your line most often?

Your problem may not be on the floor