Whitepapers
Research and analysis on AI deployment patterns, sustainability, and product engineering.
The Sustainable AI Paradox
What Sustainability Leaders Need to Know About AI's Environmental Footprint
Sustainability leaders are being asked to adopt AI to automate ESG reporting, track emissions, and monitor suppliers. The tension is obvious: using AI to reduce environmental impact when AI itself has an environmental footprint. This paper covers AI's actual impact, what vendors disclose, five practical steps to manage it, and whether AI's carbon cost is worth it.
AI Agents in Sustainability
Lessons from the Big Four's Industrial-Scale Deployment
Sustainability teams are being asked to do more with less. AI agents offer a way out. The Big Four have already proven the architecture at industrial scale. This whitepaper documents their deployments, maps them to six ESG application categories, and introduces the first AI maturity model built specifically for sustainability practitioners.