Assembly helps enterprises and PE portfolio companies apply AI to improve how their businesses operate.
We identify where AI can create the most business value and help you turn those opportunities into working solutions.
AI Opportunity Audit
Find the AI opportunities worth pursuing.
We map how work moves across your teams and systems, identify costly bottlenecks, and prioritize opportunities by business value and feasibility. You get a clear plan for what to implement first.
Embedded AI Team
Bring in the expertise to move from plan to production.
We work alongside your business and IT teams to select tools, design integrations, and manage implementation, with clear ownership and controls.
AI Solutions
Automate the workflows slowing your business down.
We build AI agents and automation solutions that work across your existing systems, reducing manual effort and increasing capacity.
We had no shortage of AI ideas, but no clear way to determine what was worth pursuing. Assembly helped us identify the highest-value opportunities, align the team, and turn them into a practical execution plan.
COO
Assembly gave us a disciplined way to assess AI opportunities across the portfolio, separate real value from hype, and move the strongest opportunities toward execution.
Head of Value Creation
AI is a real strategic bet for you, and you want specialists, not generalists.
You want a team that has done this before and learned the hard lessons
You know the hard part is adoption, not the demo
You measure success through business results, not pilot activity
You want the best option for your context, not the default playbook
You want your team involved and upskilled
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