Engineering & Simulation · Reviewed May 18, 2026

Uptake

Industrial AI platform for asset performance management. Predictive maintenance, fleet analytics, and reliability software for heavy equipment operators.

Pricing
Freemium
Rating
4.62/ 5 · 97 reviews
Last reviewed
May 18, 2026
Channels
Uptake engineering & simulation tool screenshot
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Overview

Uptake: Industrial AI for Asset Performance Management

Uptake is Asset performance management platform with embedded AI. Uptake's lasting contribution is its fault library — millions of curated failure modes across asset classes. That curated knowledge is what lets new customers get value in weeks instead of standing up data science teams.

Key Features

  • Asset performance management platform with embedded AI
  • Fleet and reliability software for heavy equipment operators
  • Used in rail, mining, energy, and defense
  • Acquired Asset Performance Technologies for fault libraries
  • Founded by Brad Keywell, Chicago-headquartered

Ideal Use Case

Asset-heavy operators — rail, mining, oil & gas, fleet — looking to consolidate predictive maintenance and reliability tooling onto one industrial AI stack.

Why Use Uptake

Uptake's lasting contribution is its fault library — millions of curated failure modes across asset classes. That curated knowledge is what lets new customers get value in weeks instead of standing up data science teams.

FAQ

Q: Customers? A: Berkshire Hathaway Energy, BHP, US Army, Cintas.

Q: Edge? A: Yes — supports edge inference and OT integration.

tl;dr

Industrial AI for asset performance. Predictive maintenance, reliability, fleet analytics.

More Details

  • Curated fault library spanning millions of failure modes
  • Asset Performance Management platform with embedded ML
  • Edge inference and OT integration for industrial environments

Additional FAQ

Q: Customers? A: Berkshire Hathaway Energy, BHP, US Army, Cintas.

Q: Founder? A: Brad Keywell, co-founder of Groupon and Lightbank.

Related

Looking for more options? Browse the Engineering & Simulation directory or read our best AI engineering tools listicle. Uptake is also tracked on Crunchbase.

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Why Use Uptake

Rating
4.62
Across 97 verified reviews
Saved
118
By ToolDirectory readers
Pricing
Freemium
Publisher-listed pricing model
Listed
Since 2026
Continuously re-reviewed by editors
Category
Engineering & Simulation
Primary listing
Verified by editors during the most recent review · ToolDirectory.AI
Uptake engineering & simulation tool screenshot
03

User Reviews

4.62
Out of 5 · 97 ratings
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