We digitize manufacturing operations with production dashboards, quality management systems, predictive maintenance, and ERP integrations — connecting shop-floor data to business decisions.

What We Build

Production monitoring dashboards
Quality management systems
Predictive maintenance with IoT
ERP & MES integrations

18%

OEE improvement

Seconds

Lot traceability

25%

Less unplanned downtime

Use Cases

How Manufacturing Teams Use Our Solutions

Typical workflows we deliver for this industry.

OEE Monitoring

Real-time availability, performance, and quality metrics.

Predictive Maintenance

ML-driven alerts before machines fail.

Lot Traceability

End-to-end tracking from raw material to finished goods.

Case Studies

Real Results in Manufacturing

A glimpse into projects we've delivered.

Automotive Parts Maker

OEE & Production Dashboard

Challenge: No real-time visibility into line performance.

Solution: IoT-connected OEE dashboards and downtime alerts.

Result: 18% improvement in overall equipment effectiveness.

Food Processor

Quality & Traceability System

Challenge: Recalls and quality issues were hard to trace.

Solution: Lot tracking and quality checkpoints from raw material to shipping.

Result: Traceability time reduced from hours to seconds.

"For the first time, we can see every line's performance in real time from a single dashboard."

Robert Tan

Plant Manager, Automotive Parts Maker
FAQ

Manufacturing Questions

Common questions from manufacturing teams.

Can you connect to PLCs and shop-floor machines?

Yes. We use OPC-UA, MQTT, and edge gateways to collect machine data.

Do you integrate with our ERP?

Yes. We have experience with SAP, Oracle, and Microsoft Dynamics.

Is the data secured?

Yes. We segment OT and IT networks and apply role-based access.

Can you connect older machines?

Yes. Using edge gateways and sensor retrofits, we can pull data from legacy equipment.

Do you build MES systems?

Yes. We build and integrate manufacturing execution systems with scheduling and quality modules.

Can analytics be real-time?

Yes. Event-driven dashboards update as production events occur on the floor.

Our Approach

How We Deliver in Manufacturing

A proven process shaped by real projects in this industry.

1

Shop-Floor Discovery

We walk the floor with operators and engineers to understand machines, processes, and pain points.

2

Connect Machines & Systems

IoT sensors and ERP/MES integrations bring production data into one live picture.

3

Pilot Line First

We prove value on one line or cell, then replicate across facilities with confidence.

4

Data to Decisions

Dashboards and alerts turn raw production data into actions that reduce waste and downtime.

Challenges We Solve

Common Manufacturing Challenges

Problems we've seen before — and how we solve them.

No visibility into real-time production

IoT-connected dashboards show live OEE, throughput, and quality metrics across lines.

Unplanned machine downtime

Predictive maintenance models flag failing equipment before it stops production.

Quality issues found too late

In-line quality capture and statistical process control catch defects at the source.

Disconnected ERP, MES, and floor systems

We integrate business and production systems so orders, inventory, and output stay in sync.

Work-in-progress tracking across multiple lines

RFID and barcode-enabled WIP tracking gives visibility into every stage of production.

Supply chain disruptions

Supplier and inventory dashboards with alerts help teams respond faster to shortages.

Deliverables

Key Features We Deliver

Capabilities we've shipped for manufacturing clients.

Live production dashboards (OEE)
Predictive maintenance alerts
Quality management systems
ERP and MES integrations
Inventory and materials tracking
Downtime and scrap analytics

How We Protect Your Data

ISO 27001FDA 21 CFR Part 11ISO 9001
Segmented OT/IT network architecture
Secure IoT device provisioning
Access controls for plant and corporate users
Protection of proprietary process data

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