Artificial Intelligence

Why AI’s Biggest Infrastructure Problem May No Longer Be Computing Power

Huawei is betting that the future of AI infrastructure will depend as much on energy systems as on computing power

Updated

May 19, 2026 5:43 PM

Blue light painting with a lightbulb. PHOTO: UNSPLASH

As AI companies build larger models and deploy more AI agents, the industry is running into a new constraint: electricity. The challenge is no longer just about computing power. It is increasingly about how to supply, manage and sustain the energy needed to run AI infrastructure at scale.

That was the central argument behind Huawei’s latest AI data center strategy unveiled at its Global AIDC Industry Summit in Dongguan.

The company introduced what it calls a grid-interactive AIDC strategy, focused on redesigning AI data centers around power supply, cooling systems and energy management. AIDC refers to AI data centers built specifically for large-scale AI computing workloads.

The announcement reflects a broader shift happening across the industry. As AI systems grow larger, data centers are consuming more electricity and generating more heat than traditional computing infrastructure was designed to handle. Companies are now being forced to rethink not just chips and servers, but the physical systems supporting them.

Huawei argues that future AI infrastructure will need closer coordination between computing systems and energy grids. The company says traditional data center designs are struggling to keep up with fluctuating AI workloads, rising power density and the growing use of renewable energy sources.

Hou Jinlong, Director of the Board of Huawei and President of Huawei Digital Power, said: "The booming AI industry, widely adopted large models, and numerous AI agents are creating huge energy demands, set to boost the global AIDC capacity. Electricity is essential for computing; energy is the foundation for AI long-term development. Computing and electricity will deeply synergize and empower each other, progressively building an integrated framework that brings together new power systems and AI infrastructure."

A large part of Huawei’s strategy focuses on power architecture. AI workloads can create sudden spikes in electricity demand, especially in high-density computing environments. To manage that, Huawei says it plans to develop new power systems that combine grid-friendly UPS infrastructure with energy storage technologies.

Cooling is becoming another major pressure point. AI servers generate significantly more heat than traditional enterprise systems and Huawei says liquid cooling is now becoming essential for large-scale AI deployments. The company introduced a liquid cooling system designed to improve long-term thermal management inside high-density AI environments.

Huawei is also pushing modular construction methods to reduce deployment times for AI data centers. Instead of building infrastructure entirely onsite, parts of the system can be prefabricated and tested in factories before installation.

Bob He, Vice President of Huawei Digital Power, said: "The global AI industry is booming, and the token demand surges. As such, the AIDC industry is entering the Token era."

As part of that shift, Huawei introduced a proposed measurement system called the TokEnergy Index. The company says the metric is designed to measure the relationship between energy consumption and AI computing output, rather than relying only on traditional data center efficiency metrics such as PUE.

The broader message behind the strategy is that AI infrastructure is becoming an energy engineering problem as much as a computing problem. As global demand for AI continues to rise, companies across the sector are beginning to realise that the future of AI may depend not only on better models, but also on whether power grids and data centers can keep up with them.

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Strategy & Leadership

Sustainable Marketing in the Digital Era: Trends Small Businesses Can’t Afford to Ignore

"Discover how emerging sustainability trends in digital marketing are reshaping the way small businesses connect with eco-conscious consumers."

Updated

January 8, 2026 6:35 PM

Protestor holding a sign "NO BUSINESS ON A DEAD PLANET" during a march. PHOTO: UNSPLASH

Sustainability has become more than just a buzzword—it’s a movement that’s reshaping business practices across industries. For small businesses, aligning with sustainable values isn’t just about doing the right thing; it’s about staying competitive in a world where consumers increasingly prioritize eco-conscious brands.

In the digital age, sustainable marketing is evolving rapidly, offering businesses new ways to reduce their environmental impact while engaging with customers who care deeply about the planet. Let’s take a closer look at the top trends driving sustainable marketing today and their implications for small businesses.

1. The rise of green digital advertising

Most people don’t realize that online advertising has an environmental cost. Every time an ad is displayed, clicked on, or streamed as a video, it consumes energy. This energy powers the servers, data centers, and networks that host and deliver these ads. The problem is that much of this energy still comes from non-renewable sources like coal and natural gas, which contribute to carbon emissions.

For small businesses, this could mean optimizing ad campaigns to reduce unnecessary data usage or using platforms that offset their carbon emissions. Additionally, adopting lighter website designs and faster-loading ads can not only reduce energy consumption but also improve user experience—leading to better engagement and conversion rates.

What this means for small businesses:

Small businesses can stand out by making their digital campaigns both efficient and eco-friendly. Highlighting these efforts in marketing messages can appeal to sustainability-minded customers while showcasing innovation.

2. Eco-packaging meets digital storytelling

Sustainable packaging is no longer optional—it’s an expectation. But for small businesses, it’s not just about switching to biodegradable materials. It’s about effectively communicating those efforts to customers through digital channels.

Brands are using their websites, social media, and email marketing to share the stories behind their packaging choices. Whether it’s sourcing recycled materials or partnering with eco-friendly suppliers, transparency is key. Educational content, such as videos or infographics, can help customers understand the impact of their purchases and feel good about supporting a brand.

What this means for small businesses:

By using digital platforms to tell the story of their sustainability efforts, small businesses can create deeper emotional connections with customers. Sharing behind-the-scenes processes or celebrating packaging milestones can boost loyalty and differentiate a brand from competitors.

3. The growth of eco-conscious influencers

Influencer marketing has become a powerful tool for brands, and the rise of eco-conscious influencers is creating new opportunities for businesses that prioritize sustainability. These influencers focus on topics like waste reduction, ethical consumption, and eco-friendly lifestyles, making them an ideal partner for sustainable brands.

Collaborating with such influencers allows small businesses to reach niche audiences that are already committed to sustainable living. These partnerships feel more authentic compared to traditional ads, as followers trust influencers to recommend products that align with their values.

What this means for small businesses:

Even small businesses with limited budgets can benefit from micro-influencers —individuals with smaller but highly engaged audiences. Partnering with eco-conscious influencers can amplify a business’s sustainability message and create a ripple effect of awareness.

4. Transparency and accountability take center stage

Consumers today are more skeptical of vague claims like "green" or "eco-friendly." They want specifics. Brands that embrace transparency by sharing measurable data about their sustainability efforts are earning trust and loyalty.

For example, brands that disclose the carbon footprint of their products or provide detailed information about their supply chains stand out in an age of greenwashing (misleading sustainability claims). This trend is particularly relevant for small businesses, as customers often expect smaller, local brands to be more ethical and transparent.

What this means for small businesses:

Being upfront about sustainability efforts—even if they’re still a work in progress—can build credibility. Sharing challenges, milestones, and small wins through social media or email newsletters makes the brand relatable and trustworthy.

5. Participation in the circular economy

The circular economy—a model in which products are reused, repaired, or recycled instead of discarded—is gaining momentum. Small businesses are finding creative ways to incorporate this principle into their operations and marketing.

For example, some businesses encourage customers to return used products in exchange for discounts or loyalty points. Others upcycle returned goods into new products and share this process with customers through digital platforms.

What this means for small businesses:

By participating in the circular economy, small businesses can differentiate themselves while building a loyal customer base. Promoting these initiatives online—whether through videos, blogs, or customer testimonials—can amplify their impact and attract eco-conscious buyers.

Conclusion

Sustainable marketing is more than a trend—it’s becoming a necessity for businesses of all sizes. For small businesses, it represents both an opportunity to stand out in a competitive market and a chance to make a meaningful impact on the planet.

Emerging trends like green digital advertising, circular economy initiatives, and transparency are reshaping how brands connect with their audiences. By embracing these practices, small businesses can attract eco-conscious consumers, build loyalty, and foster trust—all while reducing their environmental footprint.

The future of marketing belongs to those who see sustainability not as an add-on, but as the foundation of their growth. For small businesses ready to take on this challenge, the rewards go beyond profits—they include making a lasting, positive impact on the planet and the people who inhabit it.