Scaling GenAI across the enterprise: Why readiness, not just models define the winners
Move beyond pilots scale with purpose and precisionGenerative AI has sparked a wave of experimentation across industries, promising transformative gains in productivity, innovation, and competitive edge. Nearly every CPG enterprise has tested its potential. Yet, fewer than 10% of enterprises have succeeded in scaling GenAI beyond isolated pilots.
This whitepaper uncovers the critical readiness gap that keeps most GenAI initiatives stuck in pilot mode and why closing it is essential to unlocking real value. Backed by Sigmoid’s hands-on experience with global CPG leaders, it lays out the four foundational pillars data, process infrastructure, people, and business strategy that empower enterprises to scale GenAI from isolated experiments to enterprise-grade outcomes.
Some key takeaways from this whitepaper:
- Why most GenAI projects fail to scale and how to fix it
- How to transform siloed pilots into production-grade, value-generating solutions
- Real-world success stories from CPG enterprises driving impact with GenAI
- How to assess your GenAI readiness and build a strategic roadmap for scale
- Practical steps for data productization, MLOps, risk governance, and AI literacy
