The Industrial AI platform with a data science-first approach.

Our applications are built on top of our industrial AI and IoT platform. We put powerful AI and machine learning to work for our customers, using our pre-trained data science models and industry-specific content to turn mountains of data into actionable insights that drive financial outcomes.
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AI & Machine Learning Engines

AI and Machine Learning engines for industry.

Industrial AI and machine learning are the core building blocks of our platform. Made for fast results, our engines provide a simple framework, enabling you to leverage Uptake’s deep knowledge and expertise, accelerate your time to insight and inform smarter decision-making.

Failure Prediction

Predicts probability of future failures with historical data plus current conditions


Assesses current conditions plus likely scenarios, suggesting next steps and fixes

Noise Filtering

Filters out unnecessary noise from raw data

Data Integrity

Cleans, normalizes, labels and fixes inconsistent data, helping make it AI-ready

Image Analytics

Turns imagery into situational change analytics

Dynamic Rules

Uses historical data and custom logic to generate rules for alerting

Anomaly Detection

Analyzes current conditions to identify deviations from normal operating behavior

Fuel Management

Uses historical fuel consumption and operational context to identify inefficient assets and operators

Data Science Catalog & Model Manager

Scale industrial data science across your organization.

We’ve spent years automating the most challenging aspects of the industrial data science process so you can quickly create models that drive financial outcomes for your business. Use our models or configure your own in our one-stop shop for all available models.

Data Science Catalog

Data Science Catalog gives you access to a vast library of pre-built models that quickly gets you to insights on many known asset types, and a place to browse and configure each of those models alongside their own custom ones.

Model Manager

Model Manager lets you run model performance tests on new models alongside production data before releasing them to live applications. It also manages DS model versioning, training metrics and insight trends.

Data Sources

Eliminate siloed systems. Establish a centralized knowledge base.

Our fully managed platform easily integrates with your existing technology infrastructure, enabling you to freely share data and insights across your organization. Connect disparate data streams in real time for a single source of truth across your enterprise.

Data Types

Easily connect to any data source, from machine and enterprise data to ambient data like market information and operational benchmarks.

Cloud to On-Prem Data Sources

Our platform can integrate with cloud data sources and on-premise systems. We offer a library of ready to use connectors to quickly get your data up and running on our platform, as well as an SDK to enable you to build your own connectors.

Edge Devices

Our platform can power the same data science models on edge as we do in the cloud, sending back only relevant information over the network, dramatically reducing costs.

Industrial Core

Easy access to unparalleled content.

Our industrial core is where our learnings and expertise across industries are codified to make your platform experience simple and intuitive. It taps into our Asset Strategy Library® and curated industrial data sets to power seamless mapping and normalizing of your data.

Asset Strategy Library®

We deliver data-backed insights to optimize failure prediction and prevention with the world’s largest catalog of industrial logic from 800+ assets, 55,000 failure modes and preventive maintenance strategies.

Curated Industrial Data

Tap into our public and private data sets spanning industrial weather, traffic patterns, satellite imagery, geospatial systems, and more to supercharge your models and make better-informed business decisions.

Build and Deploy

Rapidly deploy and extend your own models and data-driven applications.

We put our world-class data science directly into your hands. Our platform is designed to empower all types of users to build and deploy advanced data science models with ease and speed. Simply login and start building.

Data Integrity

Our data management capabilities offer a simple guided way of configuring and on-boarding your data to a pristine and secure environment.

AI Lab

Our advanced model performance management tool offers a workflow-based building experience to configure pre-built models and Jupyter notebooks for custom development.

Application Builder

Our visual, click-and-drag interface lets you easily build applications and publish insights. You can also choose to stream insights back to your current applications via our APIs.

Industrial Blueprint

Leverage all of our industry-specific features in one place. Our platform has seen billions of industrial asset failure signatures across many industries. Build digital learning twins and asset graphs, and access our industrial core library.


Drive outcomes with apps built to solve industrial-scale problems.

Our applications sit atop by our platform, empowering businesses to optimize people, processes and systems across the asset ecosystem. Delivering outcomes in step with your business needs.


Improve the availability and reliability of assets and cost-optimize maintenance programs.

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Dealer Suite

Increase your sales and service revenue, reduce costs and improve customer satisfaction.

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Industry Solutions

Purpose-built around our customers’ needs.

Our applications are built with your specific needs in mind. We incorporate our deep Industry expertise in every line of code.

Our data scientists are on the ground with our customers, working side-by-side to create solutions that deliver industry-specific results. Our platform provides a foundational, highly flexible data system and toolkit, enabling you to use your own data to build models and applications that reflect your industrial reality and speak to your decision makers.

See the industries we serve.

View our purpose-built solutions.

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Secure Edge-to-Cloud

Our environment is distributed, open and secure.

Your data is safe in our hands. From pre-to post-development, our secure software development lifecycle (SDLC) provides the highest level of security in the industry.

Uptake is a ISO 27001-certified organization. From pre-to post-development, our secure software development lifecycle (SDLC) provides robust security for your critical assets.

See how we stay ahead of threats.

Learn about our three-tiered security approach.

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Industrial AI Platform

What does a platform do?

Glad you asked. Let us show you.


The world’s foremost experts in industrial data science and security.