Manufacturing

Manufacturing is being rebuilt around software, data and AI.

We build the factory-floor and operations systems that have to keep running.

Pick-to-Light automotive · 100k+ device telemetry · ERP go-lives · MES integration

The shift

~65% of manufacturers call talent their #1 challenge and ~77% now use AI. Agentic AI in manufacturing is projected to grow to ~$16.8B by 2030, yet Gartner expects 40%+ of agentic-AI projects cancelled by 2027, on governance and execution, not models.

The trap is AI theater on a broken foundation.

Our approach

Foundations first. AI only where it improves the result. Integrate, get real-time data, automate, then add intelligence. Winners integrate first and get the data real-time before any model touches the floor.

Integrate
Real-time data
Automate
Intelligence

What we build

Factory-floor & MES, Pick-to-Light, shop-floor control

Logistics & supply chain systems

ERP & CRM platforms

IoT, telemetry & AI, anomaly detection at scale

Proof

Pick-to-Light (automotive assembly line)

Sub-second

Custom hardware SDK for low-latency control of hundreds of devices, two-way MES integration, validated on a physical line model. Mis-picks caught at source.

From reactive to predictive, ERP/CRM/MES

30% / 15%

Salesforce CRM and Dynamics 365 ERP implemented and taken live, integrated with SAP MES, then a predictive layer.

“…reduced order processing time by 30% and saved 15% on operating costs.”, Pacific Office Automation

Building in this space and raising capital? We ship investor-ready MVPs here too.

See founder packages

Start with a free factory-systems review.

Read the case studies
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