Analyst & Board Q&A Prep

A. The Unified Product Graph enables end-to-end item-level traceability and actionable insights across supply chains, which is unique at our scale. Walmart and adidas have adopted our platform to drive inventory accuracy and consumer engagement, and we are seeing double-digit percentage increases in attach rates for digital services per item, validating willingness to pay.

A. We expect recurring digital revenue from the Unified Product Graph to grow at a 30%+ CAGR, reaching approximately $250M by 2027, assuming continued expansion with existing enterprise customers and 10–15 new large-scale deployments annually. These projections are based on current pipeline visibility and historical conversion rates.

A. Our platform is deeply integrated into physical products at scale—over 28B items on atma.io—creating high switching costs and a data moat. This defensibility, combined with our ability to monetize analytics and compliance modules, supports premium pricing and higher multiples relative to hardware-only peers.

A. Key risks include customer integration complexity and data privacy concerns. We mitigate these by investing in turnkey APIs, robust compliance frameworks, and co-innovation pilots with anchor customers like Gap/Athleta, reducing friction and accelerating time-to-value.

A. The Unified Product Graph is central to our intelligent labels and sustainability growth platforms, enabling value-added digital services that command higher gross margins than our core materials business. As digital revenue mix increases, we expect incremental margin expansion of 200–300bps over the next 3 years.