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Industry
Factory / Manufacturing

From gut feel to live numbers.

Tailored dashboards, IoT sensor pipelines, and shop-floor tablet UIs built around your lines — not a generic SaaS template. Design, build, deploy, and support, all handled bilingually.

Robotic arms operating on a factory production line
LIVE DEMO

ライブOEEダッシュボード(ライン別カード)

Real mock of the screen we'd ship for your business. Live, clickable.

What we build (full list)

What we build (full list)

Real-time production dashboard

Per-line uptime, output count, and defect rate streamed second-by-second. Same screen for managers, supervisors, and the floor.

Machine sensor & PLC integration

Read from existing Mitsubishi, Keyence, and Omron PLCs and sensors so legacy equipment joins the network without replacement.

IoT data ingestion pipeline

MQTT broker plus a time-series database captures high-frequency vibration, temperature, and current data — durable and queryable.

Predictive maintenance alerts

Threshold, moving-average, and lightweight ML detection sends LINE, email, or Teams alerts before unplanned downtime hits.

Automatic OEE tracking

Availability, performance, and quality computed continuously, sliced by team, shift, and SKU — one number tying kaizen to the boardroom.

Shift & staffing scheduler

Build shifts that respect skill matrices, leave, and machine availability. A graceful path off Excel without disrupting operations.

Shop-floor tablet UI

Glove- and dust-friendly large-button screens for production input, work orders, and defect photo capture in one tap.

B2B order portal

A private web portal where customers and suppliers exchange drawings, POs, and delivery dates — fewer faxes, fewer phone calls.

Tech stack
Next.js 16TypeScriptPostgreSQL + TimescaleDBMQTT (EMQX)WebSocketAWS IoT CoreGrafanaReact Native
Timeline

Typical engagements run 8–14 weeks. Weeks 1–2 cover line walk-throughs and PLC/sensor inventory; weeks 3–6 deliver a working dashboard and IoT pipeline on one live line; weeks 7–10 add predictive maintenance, OEE tracking, and tablet UIs; from week 11 we roll out across remaining lines.

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