Manufacturer Data Partnerships

Real world data for building smarter appliances

NoWatt has assembled twenty years of high-resolution electrical consumption data across 100,000+ devices, 10+ sectors, and real environments. Manufacturers acquire this unrivaled learning dataset to train smart, self-monitoring equipment that is ultimately cheaper to operate, maintain, and use.

20 years of operating history100,000+ devices100bn+ datapoints10+ sectors

Proven through live deployment across operators and estates including

Mitchells & Butlers
Pizza Hut
RFU
Foster
Reading University
Sheffield United
KFC
Fuller's

Why manufacturers care

Products rarely fail in the real world for the same reasons they succeed in the lab

Single-manufacturer fleet data rarely captures enough environments, usage patterns, installation variation, and long-horizon drift to explain what products actually experience after deployment. That is where the NoWatt dataset becomes commercially useful.

Train smart, self-monitoring equipment

Use high-resolution electrical consumption signatures to train algorithms that recognize degradation before a customer notices a failure.

Make appliances cheaper to operate

Incorporate 20 years of real-world energy data to build appliances that automatically adapt to misuse, settings drift, and hidden inefficiency.

Make appliances cheaper to maintain

Separate true product faults from installation errors, environmental factors, abuse, and incorrect settings. Understand exactly what is happening to your products in the real world.

The data asset

A dataset no single manufacturer could build alone

The monitoring history matters because it explains the provenance of the dataset. But the asset itself is the operating history: how products behave across sectors, loads, settings, human intervention, and real-world variation over time.

How NoWatt built and applies its real world dataset
Twenty years of long term operating history from live environments, not short test windows or isolated fleets.
Cross-sector exposure to hospitality, education, manufacturing, logistics, retail, facilities, sports venues, and more.
Human behavior included: settings changes, misuse, intervention patterns, seasonal drift, and installation failures.
A comparative context large enough to help manufacturers understand how products actually behave after deployment.
See the data asset in detail →

Who this is for

Useful for product, service, and connected-product teams

The dataset is most valuable when a manufacturer is trying to understand how real deployment behavior should influence product design, diagnostics, service strategy, or ownership cost.

Product and engineering teams exploring smarter product behavior
Service leaders trying to reduce avoidable visits and warranty drag
Connected-product teams looking for better alerting and advisory logic
OEM leadership evaluating where proprietary data can change product economics

Provenance and proof

Mitchells & Butlers

NoWatt helps us to make educated decisions on which energy reduction projects will provide the greatest financial benefits.

Richard Felgate
Head of Energy Management, Mitchells & Butlers
Pizza Hut

Pizza Hut is keen to implement affordable energy-saving tools such as NoWatt, and works with AECOM to achieve this.

Raefe Watkin-Rees
Commercial Director, Pizza Hut (UK) Ltd.
Sheffield United

The information from ECA and NoWatt is spot on, and essential for clubs like us.

Steve Hicks
Head of Estates, Sheffield United Football Club

Partnership

Explore where real world behavior data could improve your product line

The first conversation is about your product category, service model, and where operating-history data could strengthen diagnostics, serviceability, or ownership economics.

From manufacturer problem to dataset application

Useful if you are

Exploring self-diagnosis, product redesign, service efficiency, or lower ownership cost.

First conversation

Product category, installed-base behavior, service model, and where real world data could create commercial value.

Contact

sales@nowatt.com
+44 7873 124107