Technical Due Diligence

Technical Due Diligence

Thought Source supports major AI platform acquisition by DigitalOcean

Thought Source was engaged by DigitalOcean to assess Paperspace’s infrastructure and readiness for scaled AI workloads—helping de-risk a critical expansion into GPU and AI compute services.

June, 2023

DigitalOcean

DigitalOcean is a leading cloud infrastructure provider offering scalable compute, storage, and networking solutions designed for developers, startups, and growing businesses. With a focus on simplicity, performance, and affordability, DigitalOcean enables teams to deploy and manage modern applications with ease — from web hosting to AI and machine learning. The company supports a global customer base across more than 185 countries and continues to expand its platform through strategic acquisitions like Paperspace.

DigitalOcean engaged Thought Source to perform a comprehensive technical due diligence on Paperspace, an AI infrastructure company specializing in GPU-accelerated cloud computing and ML developer tooling. This review was a critical step in DigitalOcean’s acquisition process, helping assess Paperspace’s product maturity, technical scalability, and security posture ahead of a strategic expansion into AI services.

• Evaluate the maturity and extensibility of Paperspace’s cloud architecture and deployment model

• Assess Paperspace’s AI/ML developer experience

• Identify gaps in performance, scalability, security, and open-source licensing compliance

• Provide DigitalOcean with actionable insights, red flags, and a clear post-acquisition investment roadmap

Thought Source conducted a 3-week virtual technical due diligence process, accessing source code, product environments, and detailed architectural documentation via a secure VDR.
Key steps included:

• Zoom-based workshops with Paperspace engineering and product leaders

• Deep-dive codebase analysis across over 500 repositories

• Proprietary open-source licensing scans

• Simulation of user workflows across admin, devops, and data science roles

• Delivery of a comprehensive final report with maturity scoring, risks, and technical recommendations

Thought Source delivered a detailed technical due diligence report that equipped DigitalOcean with a clear view of Paperspace’s technology foundations, scalability trajectory, and development practices. The assessment helped DigitalOcean validate core strengths, surface areas for future investment, and plan for successful integration. Throughout the process, early findings and directional insights were shared in real time, supporting confident and informed decision-making within a tight acquisition timeline.

Thought Source is a trusted partner to investors, founders, and technology leaders navigating high-stakes product and infrastructure decisions. Our technical due diligence practice specializes in AI, cloud-native software, and scalable SaaS platforms — uncovering risk, validating architectural integrity, and accelerating confident decisions.