INDUSTRIES  /  MANUFACTURING & INDUSTRY

Turn machine data into decisions before the line stops.

Predictive maintenance, computer-vision quality control and live production intelligence for plants, warehouses and distribution networks.

SIGNAL
$1.4T

lost each year to unplanned downtime by the world’s 500 largest companies — about 11% of revenue.

SOURCE: Siemens, True Cost of Downtime 2024
THE PROBLEM

Automation isn’t enough. Factories need judgement.

Sensors and systems generate more data than teams can read. Failures still surprise, defects slip through and supply chains react instead of anticipate.

Unplanned downtimeMissed defectsReactive supply chains
WHAT WE BUILD

Intelligence for the factory floor.

01

Predictive maintenance

Machine learning that spots equipment issues before breakdowns stop production.

02

Supply chain optimization

Smarter inventory forecasts, shipping coordination and operational workflows.

03

Computer-vision quality control

Automated visual inspection that catches defects quickly and accurately.

04

Production intelligence

Live dashboards for throughput, performance and process improvement.

05

Workflow automation

Work orders, shift handovers and reporting automated across systems.

DON’T SEE YOURS?
Tell us the bottleneck. We’ll scope it with you →
HOW WE DELIVER HERE

Fast, and built for the rules.

Experienced engineers with AI agents do the build. Senior architects sign off every stage.

72-HOUR PILOT

Connect one line’s data and see a live anomaly or quality dashboard in 72 hours.

GUARDRAILS

Edge or cloud deployment to suit your plant. Operators approve every automated action.

INTEGRATES WITH

PLC/SCADA, MES, ERP and IoT sensor platforms.

WHO IT’S FOR

Teams we build for

Industrial manufacturing
Warehousing
Smart factories
Distribution networks
Production facilities
YOUR PRODUCT HERE
Be the first manufacturing product we launch together.
SEE IT WORKING

Watch a working prototype, privately.

We share working prototypes one-to-one in our private demo room: a personal link, a one-time code, and access that expires. Sample data only.

Request a private demo
See your manufacturing workflow working in 72 hours.
Talk to an industrial architect
MANUFACTURING & INDUSTRY

See the failure
before it happens.

A 30-minute call with an architect who knows your industry. We’ll map one workflow and show you what 72 hours can do.