Most companies use AI to work around their constraints. We use AI to remove them.
What we do
Since 2017, we’ve helped our partners navigate software solutions that redefine what’s possible. Today, we combine decades of engineering experience, bespoke AI systems, and lean onshore teams to ship in months what used to take years.
Selected work
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AI Strategy & Execution

The platform that’s impossible to evolve.
25 years of embedded platform, rebuilt by a team of 2.5 in 9 months.
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Product Development

The great idea that never ships.
The data everyone wanted and nobody could assemble, shipped in 12 weeks.
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Solution Delivery

The operation that’s grown too big to track.
Monitoring 40,000+ global renewable energy assets in one platform.
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Trusted by
Our approach
Better businesses don’t require bigger teams.
They require better systems.
Hard-earned lessons from building the products, platforms, and systems that matter most.
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Show. Don’t tell.
We prototype early, ship often, and use real software to answer the questions that meetings, decks, and opinions can’t.
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Solve the right problem.
Technology problems are rarely technical. We look past the symptom to what’s actually holding the business back.
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Eliminate constraints.
Don’t optimize around bottlenecks. Remove them.
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Build the business, not the backlog.
Features don’t create value. Outcomes do. Every sprint should show up in the business.
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Small teams yield the biggest impact.
Talent scales better than headcount. Experienced practitioners make better decisions with less overhead.
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Build shoulder to shoulder.
The best partnerships feel like one team. The goal is to become part of the team solving your hardest problems.
What our partners say
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“I wish all my projects had Crux on them. I know you’ve got it and you make it so easy for me. We’ve done in a few months what everyone else said would take two to three years and fifteen engineers.”
Martin Cote · VP of Engineering, Wind River
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“If somebody said, ‘well, I can just vibe-code a dashboard — why is Crux doing this?’ My response back is: because I want rigor. I want repeatable, engineering-grade rigor in this so that I can trust the numbers, I can trust the data.”
Luke Wignall · Director, Enterprise Technical Product Marketing, NVIDIA
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“The Crux team has been a vital partner, a significant contributor to our successful product development, and supported our transformation to a world-class software team through continuous best practice sharing.”
Brian Case · CDO, GE Renewable Energy


