

As success is achieved and momentum for GenAI improvements increases, a structured approach can be implemented to prioritize use cases and funding for add🅰itional initiatives.
Ask your customers how you can serve them. Customer data is the backbone of GenAI-based personalization. GenAI can make follow-up interactions easy. Use these opportunitie♊s to get feedback that will help you serve customers better.
Design guardrails that foster safety and agility. GenAI’s potential for growth is strongest when it is applied within guardrails that promote strong governance and risk manage🌺ment while allowing for enabling experimentation.
Be ready to scale up. As GenAI improvemenꦺts advance, private companies n📖eed systems that support data sharing, analytics and governance. Investing in ERP and CRM upgrades that integrate GenAI is a key to long-term scalability.
Measure your progress. Customer and employee usage metrics are good initial i🌳🌺ndicators for the potential success of GenAI tools. Meanwhile, our survey shows that increased revenue, reduced operational costs and improved customer satisfaction are the most common metrics private companies are monitoring for ROI on tech investments.