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

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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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5 Budget Monitoring Apps That Will Keep Your Spending on Track

Take charge of your finances with these top budget monitoring apps that make tracking spending simple, smart, and stress-free.

Updated

January 8, 2026 6:36 PM

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Managing personal finances can feel overwhelming, especially with the countless expenses we juggle daily. Thankfully, budget monitoring apps are hereto save the day. These handy tools help you track your spending, set financial goals, and build better money habits—all from the convenience of your smartphone.

Whether you're saving for a vacation, paying off debt, or just trying to avoid those end-of-the-month surprises, budget tracker apps can provide clarity and control over your finances. Here are 5 budget monitoring apps that will keep your spending on track.

1. Monefy
Overview:

If simplicity is what you’re after, Monefy is the solution. Known for its highly intuitive interface, Monefy lets users track their spending with just a few taps. Unlike many budget apps that overwhelm you with features, Monefy focuses on the essentials, making it great for beginners or anyone looking for a straightforward way to manage their money.

Features:
  • One-tap expense tracking: Add an expense by simply selecting a category and entering the amount.
  • Categorized spending: Track where your money goes with predefined categories like food, transport, and entertainment (or create your own).
  • Visual reports: Beautiful pie charts help you quickly understand your spending patterns.
  • Cross-device sync: Use cloud services like Google Drive or Dropbox to sync your data securely.
Pros:
  • Simple and fast manual entry—no need to navigate complex menus.
  • Clean and colorful visuals that make budgeting feel less daunting.
  • Works offline, so you can track expenses anytime.
Cons:
  • Free version is limited and lacks advanced features like bank syncing.
  • Requires manual entry for every expense, which can feel tedious over time.
Platforms available:
  • Android, iOS
Who it’s for:

Monefy is perfect for users who want a no-frills app to track spending or beginners just dipping their toes into budgeting.

2. Fortune CityA finance app
Overview:

Budgeting doesn’t have to feel like a chore, and Fortune City proves just that. This app gamifies your financial habits by turning expense tracking into a city-building game. Every category of spending contributes to your virtual city’s development, making it an enjoyable way to visualize where your money is going.

Features:
  • Expense tracking through gameplay: Every transaction grows your city, with different categories influencing different aspects of development.
  • Daily financial reports: See a breakdown of your spending habits presented in a fun, game-like format.
  • Social features: Compete with friends or family to see who’s building the most thriving city.
Pros:
  • Engaging and entertaining, especially for users who struggle with traditional budgeting methods.
  • The gamified approach incentivizes consistent expense tracking.
  • Great visuals and a playful design make it enjoyable to use.
Cons:
  • May feel too gimmicky for users who prefer a more serious approach to budgeting.
  • Advanced features like detailed analytics require in-app purchases.
Platforms available:
  • Android, iOS
Who it’s for:

Fortune City is ideal for those who find traditional budgeting boring or intimidating and want a fun way to stay consistent.

3. Jupiter
Overview:

Jupiter combines the best of both worlds: digital banking and budgeting. This app integrates directly with your bank account, automatically categorizing transactions and providing insights into your spending patterns. It’s not just a budget tracker—it’s a full-fledged financial assistant.

Features:
  • Automated expense tracking: Transactions are categorized in real time, removing the need for manual input.
  • Smart insights: The app highlights spending trends, so you know where to cut back.
  • Goal-based savings: Create savings "jars" for specific goals, like vacations or emergency funds.
  • Zero hidden fees: Use Jupiter without worrying about subscription costs or hidden charges.
Pros:
  • Seamlessly integrates with your bank, saving time and effort.
  • Provides a holistic view of your finances in one app.
  • Clean and modern user interface.
Cons:
  • Limited availability to users in select regions.
  • Lacks the flexibility of manual-budgeting apps for users who want full control.
Platforms available:
  • Android, iOS
Who it’s for:

Jupiter is best for users who want a hands-off budgeting experience and prefer an all-in-one app for banking and money management.

4. GoodBudget
Overview:

Inspired by the envelope budgeting method, GoodBudget offers a digital twist on this classic approach. Instead of physical envelopes, you allocate your money into virtual "envelopes" for different spending categories. This app encourages disciplined spending and is particularly effective for budgeters who like to plan ahead.

Features:
  • Virtual envelopes: Set up envelopes for categories like groceries, dining, and rent.
  • Sync across devices: Share your budget with family members or a partner to track finances together.
  • Spending reports: Visualize how much you’ve spent and how much is left in each envelope.
Pros:
  • Encourages mindful spending by limiting overspending in specific categories.
  • Great for shared budgets with partners or families.
  • Simple and effective for users who like planning their finances in advance.
Cons:
  • No automated bank syncing—you’ll need to enter transactions manually.
  • May feel restrictive for users who prefer more flexibility in their budgets.
Platforms available:
  • Android, iOS, Web
Who it’s for:

GoodBudget is ideal for planners who like a structured approach to budgeting and don’t mind manual tracking.

5. Wally
Overview:

Wally is a feature-packed app designed for users who want deep insights into their spending habits. Its sleek design, multi-currency support, and detailed financial reports make it a standout option, especially for frequent travelers or professionals juggling multiple accounts.

Features:
  • Expense and income tracking: Monitor your cash flow with precision.
  • Multi-currency support: Ideal for travelers or expats managing finances across countries.
  • Goal setting and bill reminders: Stay on top of due dates and savings plans.
  • Bank syncing: Automates transaction tracking for ease of use.
Pros:
  • Highly detailed and customizable financial tracking.
  • Supports multiple currencies, making it great for international users.
  • Offers both automated tracking and manual entry for flexibility
Cons:
  • Extensive features can feel overwhelming for new users.
  • Premium subscription required for advanced tools.
Platforms available:
  • Android, iOS
Who it’s for:

Wally is perfect for users who want advanced budgeting tools and detailed insights, especially those with international financial needs.

Conclusion

Budget monitoring apps are powerful tools that simplify the often-daunting task of managing your finances. Whether you’re drawn to the playful gamification of Fortune City, the structured approach of GoodBudget, or the all-in-one convenience of Jupiter, there’s an app tailored to your preferences and goals.

These apps don’t just track your spending—they help you build better habits, gain financial clarity, and take control of your money. With the right app in your pocket, managing your budget becomes less of a chore and more of are warding journey toward financial freedom. So why wait? Choose an app, start tracking, and watch your financial confidence grow!