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Clarity in a World of AI Noise

AI Strategy & Value Creation for the Mid-Market

Our Story

Assembly was founded by a former Palantir executive who led data and AI deployments inside complex, messy environments with real operational constraints.

That experience shaped our belief that strategies fail when they overlook the outdated systems and capacity constraints of the real world.

We are a specialized AI transformation partner purpose-built to architect the mid-market’s transition to AI Native.

We replace speculation with engineering discipline, treating AI like a capital project, not an R&D experiment.

If you're ready to move beyond ideas and into impact, that’s where we come in.​

Built by alumni from
world-class AI organizations

Our Approach

Too many AI efforts fall flat because they start from the wrong place or aim too wide. At Assembly, we take a different path. Our approach is rooted in your context, focused on outcomes, and structured to deliver tangible impact fast.

Start with the Problem,

Not the Solution

We don’t start with tech. We start by focusing on the bottleneck.​ 

Like a good doctor, we don’t prescribe until we examine.

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Don’t Advise from Afar

Our teams embed with operators to understand workflows, constraints, and systems.

Access to AI Operators Network

We partner with proven AI operators in key industries to fast-track implementation, de-risk delivery, and stay ahead of what’s working in the field.

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Contact Us

Like what you see? Get in touch to learn more.

AI Transformation Partner for PE & Mid-Market

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