Climate

How Overstory’s Satellite Data and AI Are Transforming Vegetation Management

What Overstory’s vegetation intelligence reveals about wildfire and outage risk.

Updated

November 27, 2025 3:26 PM

Aerial photograph of a green field. PHOTO: UNSPLASH

Managing vegetation around power lines has long been one of the biggest operational challenges for utilities. A single tree growing too close to electrical infrastructure can trigger outages or, in the worst cases, spark fires. With vast service territories, shifting weather patterns and limited visibility into changing landscape conditions, utilities often rely on inspections and broad wildfire-risk maps that provide only partial insight into where the most serious threats actually are.

Overstory, a company specializing in AI-powered vegetation intelligence, addresses this visibility gap with a platform that uses high-resolution satellite imagery and machine-learning models to interpret vegetation conditions in detail.Instead of assessing risk by region, terrain type or outdated maps, the system evaluates conditions tree by tree. This helps utilities identify precisely where hazards exist and which areas demand immediate intervention—critical in regions where small variations in vegetation density, fuel type or moisture levels can influence how quickly a spark might spread.

At the core of this technology is Overstory’s proprietary Fuel Detection Model, designed to identify vegetation most likely to ignite or accelerate wildfire spread. Unlike broad, publicly available fire-risk maps, the model analyzes the specific fuel conditions surrounding electrical infrastructure. By pinpointing exact locations where certain fuel types or densities create elevated risk, utilities can plan targeted wildfire-mitigation work rather than relying on sweeping, resource-heavy maintenance cycles.

This data-driven approach is reshaping how utilities structure vegetation-management programs. Having visibility into where risks are concentrated—and which trees or areas pose the highest threat—allows teams to prioritize work based on measurable evidence. For many utilities, this shift supports more efficient crew deployment, reduces unnecessary trims and builds clearer justification for preventive action. It also offers a path to strengthening grid reliability without expanding operational budgets.

Overstory’s recent US$43 million Series B funding round, led by Blume Equity with support from Energy Impact Partners and existing investors, reflects growing interest in AI tools that translate environmental data into actionable wildfire-prevention intelligence. The investment will support further development of Overstory’s risk models and help expand access to its vegetation-intelligence platform.

Yet the company’s focus remains consistent: giving utilities sharper, real-time visibility into the landscapes they manage. By converting satellite observations into clear and actionable insights, Overstory’s AI system provides a more informed foundation for decisions that impact grid safety and community resilience. In an environment where a single missed hazard can have far-reaching consequences, early and precise detection has become an essential tool for preventing wildfires before they start.

Keep Reading

Finance

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

November 27, 2025 3:26 PM

A phone next to a laptop, displaying a stock market app. PHOTO: UNSPLASH

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!