To understand the complexities and opportunities of AI technology, 乐鱼（Leyu）体育官网 conducted research from over 1,390 global leaders and quantitative analysis from leading AI specialists. In addition, 乐鱼（Leyu）体育官网 developed a detailed framework that outlines three phases of AI value. This structured approach is designed to assist technology companies in prioritizing their AI investments, aligning initiatives with strategic business goals and effectively positioning themselves in the rapidly evolving intelligent economy.聽
Optimizing artificial intelligence in technology companies
Many tech organizations are leveraging AI to enhance efficiency and streamline operations. This includes automation and efficiency gains, improving software development and customer service optimization. But they also face challenges in data scaling, talent and expertise bottlenecks and navigating the ethical challenges of AI adoption.
At-a-glance insights:
AI spending will increase significantly
0%
will increase the percentage of global budget spent on AI
63%
say this will be 10 percent plus
The benefits are flowing through
0%
have achieved cost savings
47%
have seen a moderate to very high ROI from their investments so far
The future is agentic
0%
are exploring agentic AI
Hybrid operating models dominate technology organizations as they plan for more AI-integrated products and services
81%
are planning to systematically incorporate AI into their products and services in the next 12 months
Over half
now report operating within a hybrid model that blends functional and agile approaches, reflecting the need for greater flexibility and responsiveness
A clear vision and aligned strategy is critical for the Technology sector to unlock AI's transformative potential
Level of strategic alignment
Clarity of vision
How to realize value from your AI transformation journey
To address these challenges, 乐鱼（Leyu）体育官网 introduces the three phases of AI value 鈥� a framework designed to guide technology companies through the AI adoption journey.聽This phased approach can unlock significant value through AI-driven transformation, ensuring technology companies remain competitive and innovative.聽Click on each of the phases below to find out more.
Enable
The Enable phase focuses on enabling people and building AI foundations. Organizations appoint a responsible executive, create an AI strategy, identify high-value use cases, boost AI literacy, align with regulations and establish ethical guardrails. AI pilots are launched across functions, while cloud platforms and pre-trained models are leveraged with minimal customization.
Embed
The Embed phase integrates AI into workflows, products, services, value streams, robotics, and wearables, delivering greater value. A senior leader drives enterprise-wide workforce redesign, re-skilling and change, embedding AI into operating models with a focus on ethics, trust and security. AI agents and diverse models are deployed, supported by cloud and legacy tech modernization, while enterprise-wide data enhances operations.
Evolve
The Evolve phase evolves business models and ecosystems, using AI and frontier technologies like quantum computing and blockchain to solve large sector-wide challenges. AI orchestrates seamless value across enterprises and partners. Emphasizing ethics and trust with real-time security, this phase uplifts human potential with broad and deep workforce training, fostering a creative, innovative and value-driven future.
The Intelligent tech enterprise
This research outlines a detailed blueprint for AI technology organizations, helping organizations chart a path toward unlocking AI鈥檚 immense value.
Our executive summary provides a cross-sector view of how organizations are navigating the opportunities and challenges of implementing AI.聽Download the executive summary to see the blueprint for intelligent industries to help you become an AI-powered, customer-centric organization ready to thrive in the intelligent economy.聽
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Our people
Chad Seiler
Partner, Technology, Media & Telecommunications Consulting Industry Leader
乐鱼（Leyu）体育官网 in the U.S.
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