用新一代人工智能重塑企业运营_36页_8mb

Report Summary: Reinventing Enterprise Operations with Generative AI

This report from Accenture examines how companies are leveraging generative AI to achieve intelligent operations and stay competitive. Key findings highlight that top performers, known as "Reinvention-ready" companies, are accelerating growth and efficiency by modernizing operations, including data, AI, and processes.

Main Points

• Generative AI is pivotal for large-scale, rapid organizational change.
• Reinvention-ready organizations have modernized data foundations, hyper-automated processes, and scaled Gen AI use cases.
• Compared to competitors, these companies show 2.5x higher revenue growth, 2.4x productivity gains, and greater success in scaling high-value Gen AI applications.

Intelligent Operations Levels

• Foundational: Basic automation with siloed data and limited AI use.
• Automated: Hyper-automation in some domains with traditional AI adoption.
• Insights-driven: AI-driven tasks and data productization across functions.
• Reinvention-ready: Fully modernized operations with Gen AI scaling and exceptional outcomes.

Enablers of Intelligent Operations

• Talent: Specialized skills, strategic workforce planning, and continuous upskilling.
• Assets & Platforms: Integrated technology and data governance for seamless AI deployment.
• Methods & Processes: End-to-end process transformation using process mining and benchmarks.
• Data Foundation: Modern, traceable data with clear governance, essential for Gen AI.

Recommendations for Organizations

1. Implement a domain-centric approach to data modernization for robust AI readiness.
2. Adopt a talent-first strategy, focusing on upskilling, role reinvention, and inclusive work designs.
3. Foster collaboration between business and tech teams to co-own Gen AI initiatives.
4. Apply leading processes with cloud-based tools to drive performance and benchmarking.

Conclusion

Generative AI serves as a catalyst for continuous reinvention, enabling sustainable growth and operational maturity. Companies must prioritize data, talent, and collaboration to navigate this landscape effectively. Reinvention-ready firms are leading the charge through intelligent operations, offering a blueprint for others.

Authors

• Arundhati Chakraborty (Group Chief Executive, Accenture Operations)
• Yusuf Tayob (Global Communications, Media & Technology Industry Practices Chair)
• Bhavana Rao (Chief Growth & Strategy Officer, Accenture Operations)

These insights, drawn from surveys and case studies, emphasize the urgency of Gen AI adoption for competitive advantage.