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Helping leaders navigate strategy, risk and transformation
Explore EY research, perspectives and industry insights on AI strategy, responsible AI, emerging technologies and business transformation.
| Featured Insights | |
| Title | Description |
| The sameness trap: the efficiency engine that erases your edge | When AI drives only efficiency, organizations drift toward identical ideas and lose what makes them distinct. Learn more |
| Why responsible AI has become a growth strategy | Embedding risk, transparency and governance early lets teams move faster across volatile rules and markets. Learn more |
| How to empower businesses with trusted conversational AI | Explore next-gen conversational AI—focusing on building trust and enhancing user engagement through advanced analytics and context awareness. Learn more |
| Why aligning human and machine rhythms is key to AI success | Syncing human and machine speeds is essential for creating user experiences that feel intuitive and trustworthy. Learn more |
| Clarify your AI strategy: modernization, innovation and transformation | These three distinct but related efforts can be so powerful when expectations and business goals are aligned. Learn more |
| How neurosymbolic AI finds growth that others cannot see | Discover why neurosymbolic AI is the key to driving enterprise growth and solving complex business challenges. Learn more |
| AI Everywhere | |
| Title | Description |
| Responsible AI monitoring | As AI evolves from prediction to autonomous action, businesses need a framework for effective AI monitoring across governance, risk and performance. Learn more |
| How agentic AI should reinvent work beyond automation | Processes and roles — not merely tasks addressed by widely available models — must be reimagined to unlock value and competitive advantage. Learn more |
| How AI is reshaping software development into product development | AI orchestrators are redefining how products are conceived, built and launched at enterprise scale. Learn more |
| How organizations unlock real value from AI in cybersecurity | Learn how to get the most out of cybersecurity AI resources and investments. Learn more |
| AI in GBS: the enterprise shift hiding in plain sight | Built for scale, GBS is redefining value as a source of institutional intelligence and a foundation for smarter, more resilient operations. Learn more |
| Local data centers: the key to speed and compliance in business | Low latency, high stakes: why localized data centers are key to your organization’s future Learn more |
| Designing physical AI with humans at center | Physical artificial intelligence (AI) must be thoughtfully developed so that it can work efficiently with humans in manufacturing. Learn more |
| How to redesign work around human skills in the age of AI | Empathy, creativity and ethical judgment amplify the power of intelligent machines, transforming offices into cognitive ecosystems. Learn more |
| Onshore, offshore, agent: welcome to the modern, three-pronged workforce | AI is emerging as a third workforce pillar — alongside onshore and offshore — reshaping how organizations structure roles and deliver value. Learn more |
| AI risk management: establishing safe and effective deployment | Find out what CEOs can learn from mountain bikers when applying enterprise AI. Learn more |
| How to turn AI into a catalyst for innovation in cybersecurity | As cybercriminals leverage AI to attack enterprise infrastructure, cybersecurity teams need to step up and adapt AI to strengthen defenses. Learn more |
| From autonomy to accountability: responsible AI in multi-agent systems | Discover how multi-agent systems are reshaping responsible AI. Learn more |
| Solving the manufacturing workforce challenge in the age of agentic AI | AI in supply chain is changing how to capture tacit knowledge, what is done on shop floors and the qualities of leadership. Learn more |
| How neurosymbolic AI finds growth that others cannot see | Discover why neurosymbolic AI is the key to driving enterprise growth and solving complex business challenges. Learn more |
| Sustainable AI in Action: How your organization can reduce environmental impact | This article explores AI’s impact on corporate sustainability and offers practical guidance on how organizations can embed sustainability principles across the entire AI development workflow. Learn more |
| How CIOs can turn cost challenges into growth | CIOs can turn budget pressures into growth by shifting spending priorities and embracing AI. Learn more |
| How CIOs can seize the GenAI opportunity | GenAI gives CIOs a chance to lead transformation. Learn how to shift from IT operator to strategic changemaker. Learn more |
| Why agentic AI is the burning platform to reimagine the enterprise | Agentic AI helps organizations rethink processes and workflows, enabling more intelligent automation and enterprise-wide transformation. Learn more |
| How the workforce can keep up with AI | Nearly 90% of leaders encourage daily AI use but today’s workforce needs training, mindset shifts and digital fluency to evolve successfully. Learn more |
| Modelops frameworks bridge AI governance and value | ModelOps capabilities enable responsible AI governance, regulatory compliance and scalable model deployment. Learn more |
| AI governance as a competitive advantage | Discover how AI deregulation allows companies to create tailored governance frameworks for innovation and competitive advantage. Learn more |
| How can responsible AI bridge the gap between investment and impact? | AI pays off when it’s embedded responsibly: greater profits, happier employees, and fewer costly mistakes. Learn more |
| The business case for RAI | Responsible AI is a business imperative for organizations to capitalize on billion-dollar opportunities safely. Learn more |
| Three ways to scale AI for future | Build AI-ready data by shifting to knowledge repositories, interconnected metadata and a workforce designed for human-agent orchestration. Learn more |
| The four-collar workforce: leading blended human + AI teams | As AI agents join human teams, traditional workplace hierarchies dissolve, demanding a new approach to leadership and collaboration. Learn more |
| AI use case management | Driving value and success in the age of agentic intelligence and multi-AI systems. Learn more |
| The AI impact: three trends shaping the future of work | AI is reshaping job roles, skills and leadership strategies, marking a significant workplace evolution. Learn more |
| How AI can drive an advantage in transport and infrastructure | Organizations will need to leverage artificial intelligence (AI) to overcome investment shortfalls in infrastructure projects. Learn more |
| How AI agents will take GenAI from answers to actions | AI agents know when to start a series of actions and complete them. Here are three ways to prepare today as the technology matures. Learn more |
| Why autonomous AI “agents” will be so important to your business | As AI agents evolve from tools into teammates—fulfilling tasks with minimal supervision—they portend a shift in how firms should invest. Learn more |
| Offense not defense: organizations must lead as data regulation evolves | Rather than being driven by the need to address legal and compliance issues, leaders should focus on the value of data regulation. Learn more |
| Industry | Title | Description |
| Banking and capital markets | How AI in banking can result in major transformative benefits | Banks have seen significant impacts from GenAI and expect even greater transformation in the next few years. Learn more |
| Energy | How energy is cautiously entering the next stage of AI adoption | An EY survey shows that executives are evolving AI governance and strategies and pinpointing how investment translates into productivity. Learn more |
| Energy | How data and AI enable utility operations resilience | EY and Microsoft leaders discuss utilities progress in technology adoption and how to convert these investments into value. Learn more |
| Energy | Future of Energy Survey | Prioritizing workforce readiness in technology adoption helps oil, gas, chemicals, power and utilities turn investments into impact. Learn more |
| Energy | Outsmarting outages: AI predicts disruptions before they happen | AI/ML, reliability data hubs and new ways of working are helping utilities improve reliability and create sustainable business processes. Learn more |
| Energy | How digital twins can future-proof utilities | Digital twins offer a leading-edge, transformative opportunity for utilities to redefine operational strategies and enhance performance. Learn more |
| Energy | How oil & gas and chemicals companies can drive value with digital twins | Avoid the pitfalls and boost returns on your digital twin investments. Learn more |
| Energy | Scaling AI for maximum impact in oil and gas | Moving from use cases to enterprise-wide AI is more than a technology challenge. It requires anchoring on value, feedback and innovation. Learn more |
| Energy | Building out the AI-assisted energy company: you can’t do it alone | An AI ecosystem of trusted collaborators can help oil and gas companies keep pace with the rapid development of new technologies. Learn more |
| Energy | Driving oil and gas operations value through a robust data foundation strategy | The key for oil and gas companies to scaling advanced technology is developing an integrated data foundation. Learn more |
| Financial Services | Unlocking AI insights: how AI is transforming financial services | Understanding the impact of AI on the financial services industry Learn more |
| Health Science & Wellness | Leveraging GenAI helps an agency secure critical federal funding | The Oklahoma Department of Mental Health and Substance Abuse Services turns to AI to streamline research and write applications for federal grant opportunities. Learn more |
| Health Science & Wellness | How life sciences CIOs can make the most of GenAI investments | Organizations’ ability to harness GenAI’s potential depends on how they address key issues such as governance and rapid adoption. Learn more |
| Insurance | How insurers are embracing customer-facing applications for GenAI | GenAI survey shows insurers are shifting focus from back office to front office for GenAI. Learn more |
| Life Sciences | How AI in biopharma drives mission‑focused growth | AI in biopharma must go beyond operational efficiencies and cost savings become a strategic engine driving mission-centric growth and innovation. Learn more |
| Private Equity | Beyond implementation: PE’s AI evolution into differentiated growth | Explore insights from the Q4 2025 wave of the EY AI Pulse, tracking key investment and ROI trends among senior PE leaders. Learn more |
| Real Estate | How real estate tax and finance operating models are shifting | Strategic transformation in tax and finance is key for real estate firms to lead in a competitive market. Learn more |
| Real Estate | Why data strategy and technology alignment matter on capital projects | Transforming capital project delivery with AI requires a holistic integration of data, technology, strategic alignment and value retention. Learn more |
| Real Estate | How hospitality AI is steering hotels toward a smart future | Guest services and hospitality marketing artificial intelligence are a few examples of how hotels are transforming and gaining efficiencies. Learn more |
| Wealth Management | Top 10 resolutions for wealth and asset management success in 2025 | Firms can “stay fit” by leveraging brand value and culture, personalizing products, harnessing data and smartly navigating regulation. Learn more |
| Wealth Management | The lender’s edge: data strategies for private credit | Learn how to use data to drive strategic growth and transformation in the private lending sector. Learn more |
| Wealth Management | How real estate tax and finance operating models are shifting | Strategic transformation in tax and finance is key for real estate firms to lead in a competitive market. Learn more |
| Banking capital markets | How financial services firms can win by moving at two AI speeds | Financial institutions need to balance productivity gains today with AI-led innovation that drives enterprise-scale value tomorrow. Learn more |
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