Public Service
"The Global Cement Industry: A Path to a 'Golden Age'"
2024-11-25
At first glance, the global cement industry seemed to be facing a dismal future. In Europe, growth opportunities were limited, with volumes remaining flat or declining and valuation multiples being low. Companies struggled to attract talent and faced significant costs in their pursuit of net-zero emissions. This presented a complex puzzle that needed to be solved, yet it could potentially mark the beginning of a new era for the industry.

Unlock the Potential of SCMs for the Cement Industry's Future

The Current State of the Cement Industry and the Challenges Ahead

Players in the cement industry are currently grappling with substantial challenges. Projections suggest that the industry will plateau in terms of volume by 2050. Shrinking demand, due to the redesign of buildings and infrastructure to reduce CO2 emissions or deal with constrained clinker supply, is one of the main factors. For instance, in Europe, clinker demand is expected to shrink from 145 million metric tons in 2023 to 122 million metric tons in 2035. In the US, where many micromarkets are clinker-constrained, concrete players are seeking alternatives to mitigate high clinker costs.Costs also pose a significant hurdle. Decarbonizing the cement industry, especially clinker, is expensive, and these costs can double the price of cement in some cases. Moreover, many decarbonization options in the cement and concrete value chain are not yet mature or economically viable. Innovation and technical breakthroughs may change the cost equation, but it will take time.Valuation multiples have fallen as well, partly due to the lack of overall industry growth and uncertainty around decarbonization costs. For example, the valuations of the four largest international "cement majors" have dropped from eight to nine times EBITDA a decade ago to six to seven times EBITDA in the past five years, and even lower in Europe.In these challenging economic circumstances, cement and concrete players find it difficult to pursue decarbonization with enthusiasm, especially if they don't have a sufficient base of customers willing to pay for low-carbon solutions in the near term.

The Potential of Supplementary Cementitious Materials (SCMs) and Fillers

Among the available decarbonization options, SCMs and fillers stand out due to their technological maturity, current level of integration with existing standards, and economic viability. According to our analysis, they are expected to be the best solution for the industry in the next five to ten years.SCMs and fillers can replace clinker in cement mixes, reducing cement's emissions profile by 70 to 80 percent in some cases. Traditional SCMs include fly ash, ground granulated blast-furnace slag (GGBFS), and silica fume, while innovative SCMs and fillers include calcined clay, increased limestone use, and recycled concrete. Some researchers are even working on truly innovative SCMs with zero or even negative carbon footprints.SCMs may also have a secondary benefit in markets where clinker supply is constrained. They can enable the cement and concrete industry to produce more tons of cement per ton of clinker, relieving the pain points from limited clinker supply.SCMs and fillers are already approved in building standards and are widely available, with EBIT margins for SCMs and fillers expected to exceed 50 percent by 2035 in Europe. However, the industry is not yet fully utilizing this technology.Over the next few decades, the use and mix of SCMs and fillers are expected to shift. For example, in Europe, players face domestic supply constraints for existing industrial SCMs, but global imports may help mitigate these constraints. Innovative SCMs and fillers may play a more significant role in the long run.

The Transition from Cement to Cementitious: A Vision for the Industry

As the world decarbonizes, cementitious solutions - SCMs and fillers - are expected to be the most effective path forward for the cement industry. Players with established footprints can adopt a start-up mindset to build new SCM businesses and take advantage of the massive value-creation opportunity.Several factors are expected to shape the future cementitious industry. There will be healthy regional demand growth, especially for infrastructure needed in the energy transition. Material prices are expected to increase due to rising carbon costs and other factors. The supplier landscape is expected to consolidate, and the industry is likely to shift toward new solutions and business models.These factors will influence player considerations as the cement industry becomes a cementitious industry, built around SCMs, to support global decarbonization and cement growth in clinker-constrained regions.

Regional Deep Dives: Varying Drivers and Projections

Although the changes are global in scope, the drivers vary by region. In Europe, demand for cementitious materials is expected to be slightly positive due to infrastructure growth and retrofit activities. In one scenario, cement prices could rise above €200 per metric ton by 2035, and EBITDA margins for sustainable materials could exceed 30 percent in certain markets.In North America, demand growth is projected to be robust driven by GDP growth and infrastructure initiatives. However, the industry may face material and labor shortages. In other regions like India, China, and the rest of Asia and Australasia, the cementitious markets will see their own shifts driven by local dynamics and global trade flows.In India, the market is expected to grow driven by demand from large cities. In China, despite an oversupplied market, there is pressure to decarbonize, and companies are investing in SCM processing capacity. In the rest of Asia and Australasia, some countries are likely to continue as exporters, while others may start exporting SCMs. In the Middle East and Africa, some nations are leading net-zero projects, while others focus on basic infrastructure.

A Blueprint for the Industry's Future

The global cement industry could turn around its sluggish growth and declining multiples over the next ten years. To succeed, four mindset shifts are crucial.Proactively reshaping clinker asset footprints toward sustainability is essential. Players can assess the long-term competitiveness of each asset and adjust their footprints accordingly. This may involve converting or closing assets, installing CCUS, or building new cementitious assets.Endorsing SCMs and fillers to capture growth is another key aspect. SCMs and fillers will not only help decarbonize existing assets but also represent a new growth segment with low capital expenditures. Established players can explore building new start-up businesses centered around SCMs.Building solution capabilities is also important. Regulatory positioning, strategic sourcing, and enhanced portfolios are critical. Companies can look into SCM "enablers" and improve circularity by using construction and demolition waste. Tailored solutions for customer needs can also be created.Finally, creating partnerships and platforms can help players secure access to SCMs and fillers, share risks, and expand financial resources. Partnerships can multiply participation in growth initiatives and joint innovation.Looking forward, the global cement industry could achieve greater growth from novel solutions, higher margins, and greater global integration. But players need to act quickly and take the initiative to succeed in the coming cementitious landscape.
The Impact of AI and Gen AI on Economic Growth and Productivity
2024-11-13
Artificial intelligence and generative AI (gen AI) are set to bring about a significant transformation in economic growth and productivity. A recent McKinsey survey highlights how organizations aiming to make operational changes through this technology stand to gain the most.

Key to Realizing AI Benefits

For organizations to harness the advantages of AI, it is essential that the underlying models and their usage are secure, safe, and trustworthy. Implementing robust data governance, model-risk, security, and individual-rights management forms the crux of responsible AI governance. These pillars collectively lay a solid foundation for future digital transformation and digital trust. McKinsey research indicates that trusted organizations enjoy higher margins and better valuations compared to their less-trusted counterparts. Moreover, a small group of companies is dedicated to delivering this digital trust. Organizations with a strong position in building digital trust are more likely to witness annual growth rates of at least 10 percent on both their top and bottom lines.

Impact on Organizational Operations

Organizations that embrace AI in their operations can experience enhanced efficiency and streamlined processes. By leveraging gen AI, tasks that were previously time-consuming and labor-intensive can now be automated, freeing up valuable resources. This leads to increased productivity and the ability to focus on more strategic initiatives. For example, in customer service, gen AI can handle routine inquiries and provide quick responses, improving customer satisfaction. In manufacturing, AI can optimize production processes, reducing errors and increasing output. The potential applications of AI in organizational operations are vast and hold the promise of significant growth.

Building Digital Trust

Establishing digital trust is crucial in the era of AI. Organizations need to ensure that their AI systems are transparent and explainable to gain the trust of their stakeholders. This involves clearly communicating how the AI works and the decisions it makes. Additionally, implementing strict security measures to protect sensitive data is essential. By doing so, organizations can build a reputation for reliability and integrity. Companies that prioritize digital trust are more likely to attract customers and partners who value these qualities. It also helps in complying with regulatory requirements and avoiding potential legal issues.

Future Digital Transformation

The foundation laid by secure and trusted AI will pave the way for future digital transformation. As organizations continue to integrate AI into their operations, they will be able to unlock new opportunities and drive innovation. Digital trust will be a key factor in this transformation, enabling seamless collaboration and data sharing across different departments and stakeholders. It will also facilitate the adoption of emerging technologies such as the Internet of Things (IoT) and blockchain. With a solid digital trust framework in place, organizations will be better equipped to navigate the challenges and uncertainties of the digital age and achieve sustainable growth.To read the full article, download the PDF here.
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Using AI to Transform Healthcare Consumer Experiences
2024-11-15
In the ever-changing healthcare arena, AI holds the promise to transform how consumers interact with medical services. Currently, consumers in the United States face numerous challenges, from finding the right insurance to understanding healthcare decisions. Many spend significant time researching and seeking answers. In fact, a quarter of surveyed consumers couldn't get the care they needed when needed.

Unlock the Power of AI in Healthcare Consumer Experience

How AI Can Revolutionize the Healthcare Landscape

In the rapidly evolving healthcare landscape, AI has the potential to reshape how consumers engage with medical services. Consumers in the US often struggle with various aspects such as insurance coverage, doctor consultations, and cost management. They spend hours researching and consulting others to find answers. A recent study showed that healthcare professionals preferred AI responses in social media forums, highlighting its quality and empathy.Some good news is that the healthcare sector recognizes the AI opportunity. Sixty-two percent of healthcare leaders in McKinsey's survey believe consumer engagement and experience have great potential with generative AI. Yet, only 29 percent have started implementing it.AI can help address these issues by enabling personalized care, enhancing transparency, and giving consumers more control over their health decisions. With the industry having ample data and a growing data volume, AI can extract valuable insights and curate experiences for variable consumer journeys.

Tackling the Data Readiness Challenge

Successful AI use requires integrated and ready data. For healthcare, this is a challenging task as data is fragmented across multiple platforms and in different formats. Healthcare organizations need to know what data to collect and how to connect sources. Even with a large data volume, gaps exist that prevent a holistic view of consumers. For example, care continuity issues make it hard to understand patients' needs. AI outputs can be biased without diverse data. Complementing clinical and patient data with other information is crucial.

Prioritizing Consumer Experience for AI Success

While assessing data readiness, leaders should also prioritize areas for AI investment based on overall priorities. AI can optimize administrative processes to reduce consumer touchpoints and costs. For providers, it may lead to fewer cancellations, and for payers, fewer follow-up calls. Engaging cross-functional leaders is essential to avoid doing too much at once. Clinical leadership has valuable insights into patient pain points.

Optimizing Real-time Insights for AI-powered Interventions

After establishing the data foundation and setting priorities, organizations need to contextualize the gathered data. AI models can develop a closer representation of consumer behavior by combining details from various sources. By analyzing appointment preferences and outreach responses, AI can tailor recommendations. Gen AI enhances the effectiveness of timed interventions with personalized message content.

Mapping AI Risks and Developing Mitigation Plans

Healthcare leaders face unique challenges due to consent requirements, privacy risks, and regulatory oversight. Consumers have limited ways to review and adjust consents. Organizations need to establish governance processes and provide transparency. As consumer expectations change, healthcare organizations face increased pressure to manage data. Evolving AI regulations add to the complexity. Cyberattacks on data repositories are a concern.

Enhancing Team's AI Capabilities

In the long term, provider organizations and payers need to invest in capabilities and talent. They must balance upskilling existing staff and hiring for AI skills. Partnering with third-party vendors can help move quickly. A copilot model allows employees to work with AI tools for incremental improvements, mitigating errors and risks. Testing and learning within a small set of users before scaling is crucial.Today, the healthcare ecosystem is often cumbersome and lacks personalization. AI can change this by enabling consumer-centricity. Building successful AI solutions requires an iterative approach, a controlled launch strategy, and key performance metrics. Executive commitment is key. Although it requires investments and risk mitigation, the benefits are worth it. Healthcare AI implementation can improve organizations and benefit consumers.
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