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Industry

Manufacturing & Logistics

Predictive maintenance, quality control and route optimisation that keep plants running and goods moving on time.

30%
Less unplanned downtime
18%
Lower fuel costs
96%
On-time deliveries
40%
Fewer quality defects

Industry overview

Keeping plants running and goods moving.

We work with manufacturers, processors, transporters and 3PLs to use machine, fleet and operations data, so they can fix equipment before it fails, catch defects early and plan routes that save time and fuel.

  • Less downtimeMaintenance planned from machine signals, not breakdowns.
  • Consistent qualityDefects caught on the line with vision and process analytics.
  • Smarter routesOptimised loads and routes that cut fuel and delivery times.

Key challenges for manufacturers

  • Unplanned downtimeBreakdowns that stop lines and miss customer orders.
  • Rising fuel and transport costsInefficient routes, empty backhauls and idle time.
  • Quality variationDefects found late, after cost has already been added.

Featured case study

Fixing machines before they fail

Sensor data on critical lines now predicts failures days in advance.

30%
less unplanned downtime
KSh 45M
estimated annual savings
6 weeks
to first alerts
Read full case study

Tools & technologies

We use leading platforms to deliver results.

  • Python
  • Azure
  • AWS
  • Databricks
  • PyTorch
  • Power BI
  • SQL

Frequently asked questions

More questions? Contact us
Do we need new sensors?

Not always. We start with the data you have from PLCs, SCADA and maintenance logs, and add sensors only where they pay back.

Can you integrate with our ERP and telematics?

Yes. We connect ERP, MES, telematics and fleet systems through APIs or data exports.

How does route optimisation work?

It plans daily routes using orders, vehicle capacity, time windows and traffic, and adapts as orders change.

Can vision models run on the factory floor?

Yes. Models can run on edge devices next to the line with no dependence on internet.

How quickly do we see savings?

Most clients see measurable savings within one quarter of going live.

Do you provide training and support?

Yes. We train engineers, planners and supervisors, and offer ongoing monitoring and improvement.

Ready to run a leaner operation?

Let's build a data-driven operation.

Book a free consultation and let's discuss your goals, data and the best way to create real value for your organisation.

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