Industry 4.0

Manufacturing Analytics

OEE, quality, and supply chain analytics that lift throughput and margin.

Overview

We integrate MES, ERP, and IoT sensor data to give plants real-time visibility into OEE, quality, and inventory — with predictive maintenance where it pays.

Outcomes you can expect
  • 5–15% OEE improvement
  • 20–40% fewer unplanned downtime hours
  • Real-time plant dashboards
Business Challenges

What we hear from leaders

The recurring patterns we've seen across dozens of engagements.

Data locked in machines

SCADA and MES data never reaches finance or ops leadership.

Downtime surprises

Maintenance is reactive; failures cascade into missed shipments.

Manual quality tracking

Defect data lives on paper or spreadsheets.

How we solve it

A pragmatic, outcome-first approach

01

Plant data platform

Unified ingestion from MES, ERP, and sensor streams.

02

OEE + quality dashboards

Real-time performance by line, shift, product, and operator.

03

Predictive maintenance

ML models on vibration, temperature, and usage signals.

Benefits

What changes in your business

Higher throughput

Every point of OEE recovered drops straight to margin.

Fewer surprises

Failures predicted days ahead, parts and crews ready.

Continuous improvement

Data-driven kaizen with measurable per-line gains.

Technology

Modern, best-in-class stack

We meet you where you are — cloud, warehouse, and tools of your choice.

SAP
Ignition
AWS IoT
Azure IoT
Snowflake
Databricks
Power BI
Implementation

Timeline you can plan around

Week 1–2

Discover

Stakeholder interviews, data audit, and success metric alignment.

Week 3–4

Design

Solution architecture, data model, and change-management plan.

Week 5–10

Build

Iterative delivery with weekly business reviews.

Week 11–12

Launch

Enablement, training, and adoption instrumentation.

Ongoing

Scale

Continuous optimization and expansion to adjacent teams.

Related services

Services that power this solution

FAQs

Answers to common questions

Get started

Ready to unlock manufacturing analytics?

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