Manufacturing Solutions

Manufacturing Solutions

AI that closes the gap from pilot to production line.

Most manufacturers are stuck in pilot mode. We close the gap. Predictive maintenance for production equipment, vision based quality inspection, agentic scheduling for OEE optimisation. Production grade, not demo grade.

Australian manufacturing is the 35.3% CAGR sector for AI adoption. The opportunity is enormous. So is the gap between pilot and production. We close that gap.

Each pack is built to live next to the line. PLC and SCADA adapters, edge inference where latency matters, cloud aggregation where it does not. The pack is configured to your operation in the first 30 days, then runs.

XP discipline builds production grade systems, not demo grade. That is the difference.

Three solution packs.

Predictive maintenance, vision QC, and OEE optimisation. Each lands a measurable outcome inside 90 days.

Predictive Maintenance Pack

Production equipment downtime

Anomaly detection on production line telemetry. Targets 25–40% downtime reduction on the equipment most exposed to wear. Adapter library for the common PLC and SCADA stacks.

Book a sector workshop

Vision QC Pack

Line-side quality inspection

Computer vision on existing line cameras. Defect detection, label verification, packaging integrity. Runs at line speed, escalates marginal cases to a QC operator.

Book a sector workshop

OEE Optimiser

Agentic scheduling and constraint analysis

Multi-line scheduling agent that finds the constraint, suggests reorders, and flags OEE drift. Surfaces the operator-actionable changes, not the dashboard.

Book a sector workshop

Built to live next to the line.

Production grade from day one, not a pilot that never leaves the lab.

Edge where latency matters

Inference runs at the line when milliseconds count, and aggregates to the cloud when they do not.

PLC and SCADA adapters

An adapter library for the common control stacks, so a pack drops onto the line you already run.

Configured in 30 days

Each pack is tuned to your operation in the first 30 days, then runs as part of the line.

Owned by your team

Documented, tested and version controlled, so your people can maintain it without us in the room.

.” “.
“We close the pilot to production gap. XP discipline builds production grade systems, not demo grade.”
Operations director , Australian manufacturer · VIC