The global transition toward artificial intelligence (AI) has reached a critical juncture, marking a fundamental move from theoretical exploration to the large-scale implementation of Applied AI Initiatives . Applied artificial intelligence refers specifically to the practical deployment of AI technologies and methodologies to resolve discrete real-world challenges and generate measurable organizational value. Unlike theoretical AI research, which prioritizes the advancement of fundamental science and the exploration of hypothetical machine intelligence, Applied-AI is strictly purpose-driven and practical implementation-oriented. Success in this domain is no longer measured by academic citations or AI lab breakthroughs, but by business impact, operational efficiency, and tangible societal outcomes. Between 2023 and 2025, Applied-AI consistently maintained the highest innovation scores among emerging technologies and ranked in the top five for global investment activity. As the ind...
If your AI investments are still in pilot mode, you're falling behind. The latest research data shows 42 percent of retailers have moved AI into production, revenue leaders report 20+ percent lifts, and 97 percent are increasing budgets next year. The question is no longer whether to scale AI, but whether you can scale it fast enough to maintain a competitive position. As an advisor to the C-suite, I see retailers and CPG firms shifting from experimentation to scaled deployment, with AI moving from the innovation lab into core P&L ownership. This latest "State of AI in Retail and CPG" study from NVIDIA reveals a critical inflection point: AI is now a broad-based transformation lever, driving revenue, compressing costs, and reshaping how retailers compete across digital, store, and supply chain operations. The Adoption Reality Check Nine in ten companies are either actively using AI or assessing it through pilots, that's up from 82 percent in 2023. But the spread t...