Value Chains & Supply Chains

The accelerators market includes specialized hardware like GPUs and TPUs that power AI workloads, crucial for enabling AI access and impact in health, education, and humanitarian sectors worldwide.

The AI Value Chain outlines the interconnected stages and stakeholders involved in AI development, highlighting opportunities and risks to improve inclusion, resilience, and equitable access in mission-driven sectors.

Carbon accounting for AI measures greenhouse gas emissions throughout AI systems' lifecycles, helping organizations balance innovation with sustainability and align AI use with climate responsibility.

Chip supply chains and foundries are critical for AI hardware production, influencing global access to computational power and impacting health, education, and humanitarian sectors worldwide.

Cloud Service Providers deliver scalable computing resources essential for AI and digital services, enabling mission-driven organizations to innovate without heavy infrastructure investment.

Content authenticity and watermarking verify digital content origin and integrity, crucial for trust amid generative AI. They help organizations prevent misinformation and ensure reliable information in social innovation and development.

Cooling and data center design are crucial for efficient, sustainable AI infrastructure supporting health, education, and humanitarian services worldwide.

Data collection and labeling are essential for building accurate and ethical AI systems that represent diverse communities and support mission-driven applications across health, education, and humanitarian sectors.

Data provenance and lineage track the origins and transformations of data, ensuring transparency, accountability, and trust in AI-driven decisions across health, education, humanitarian, and civil society sectors.

Data supply chains encompass the generation, processing, and distribution of data, crucial for AI and mission-driven sectors like health, education, and humanitarian work, emphasizing transparency, ethics, and equity.