AI Strategy and Build for Private Equity.
OUR DNA
From Ambition to Production.
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We have deep technical expertise. We know how AI can drive value and how to run the data infrastructure that makes it work.
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We are practitioners who design, prototype, and deploy. Every strategy comes with the team that builds it to move from concept to production.
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We have a background as investors. Every recommendation is grounded in expected return, customer value, and strategic fit.
FOR COMPANIES
Strategy to Execution.
End to End AI Programs.
We help companies drive topline growth and operational efficiency through AI strategy, product build, process redesign, and capability building.
SET DIRECTION
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Define where to play, what to prioritize, what it takes to execute.
BUILD & MONETIZE
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Build AI into the customer experience to increase product value or remove friction from customer workflows.
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Turn the data you already own into new, defensible revenue.
TRANSFORM & ENABLE
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Redesign teams, critical processes, and decision-making for an AI-enabled business.
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Move the needle where it matters through high-intensity programs - R&D, GTM, Customer Support Go-to-Market, Customer Support or AI Security & Governance
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Build teams that can run it without us by creating AI literacy and capabilities.
FOR PE SPONSORS
Every Investment Stage.
One Thought Partner.
From diligence through value creation and exit, we partner closely with investors, and operating teams to cut through the noise.
Pre Deal
Opportunity sizing, thesis development, and portfolio prioritization.
Diligence
AI first company diligence and post close execution roadmap.
Value Creation
Execution support and AI capability building across workflows, products, and data.
Exit Prep
AI equity story and buyer diligence readiness.
HOW WE WORK
We Bring Clarity and Rigor to The Choices That Matter Most
Senior-led
You work directly with experienced operators, product leaders, and engineers throughout the engagement.
Independent
We recommend what is right for the business, whether the answer is build, buy, partner, or wait.
Hands-on
We work alongside your team to design, build, and implement the solution.
Value-driven
We focus on the work that creates measurable customer and commercial impact.
The hardest question is not what can be built, but what is worth building. DSA brings the discipline of decision science to the choices that drive returns, then builds the products and systems that turn those choices into growth.
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Beth Pollack
Founder and CEO