Imagine making trading decisions with 98.37% accuracy. That’s exactly what Eagle AI Labs offers traders today. With high-grade, AI-driven insights typically available only to the financial elite, Eagle AI Labs is leveling the playing field, allowing all traders—retail and institutional—to operate with remarkable accuracy and confidence.

“Our technology is built to power decision-making for global institutions, hedge funds, and banks managing billions in assets,” Eagle AI Labs shared. Now, this powerful technology is available to retail traders as well, transforming trading into a data-driven, strategic process. From Eagle AI Labs’ accessible Telegram bot for everyday users to advanced API integrations for enterprises, traders of all sizes can leverage data clarity to make smarter, more confident decisions.

Breaking Down 98.37% Accuracy: The Power of MAPE in AI Predictions

Eagle AI Labs stands out because of the precision of its predictive bot, verified using the Mean Absolute Percentage Error (MAPE) metric. MAPE measures the average percentage difference between predicted and actual prices, so traders can see how close forecasts are to real-time prices over the long term. A MAPE of 1.63% means Eagle AI Labs’ predictions deviate by less than 2%, a level of accuracy few tools achieve. Meaning  traders can act confidently, minimizing guesswork and focusing on strategy.

This accuracy isn’t static. Through a neural network, Eagle AI Labs’ bot continuously learns from past data, adapting to market fluctuations. The team is also working on enhancing directional accuracy, helping traders understand if prices will rise, fall, or stay the same. Together, these advancements make Eagle AI Labs’ bot a reliable pre-trade tool, setting the standard for AI-based trading.

A New Era of AI-Driven Tools and Innovations

Eagle AI Labs isn’t just focused on prediction accuracy; it’s expanding its technology through strategic partnerships and innovations.

Their vision is backed by support from leading tech giants, with grants from Google and Microsoft propelling development and creating opportunities for more product releases. By attending industry-defining events like Digital Assets Week London 2024, Eagle AI Labs aligns with thought leaders and stays ahead in crypto, DeFi, and AI discussions, reinforcing their role as a trusted leader in trading innovation.

Building for the Future with Education and Continuous Learning

Eagle AI Labs is more than a provider of AI tools; it’s a source of knowledge for the trading community. Through a detailed Learning Platform, Eagle AI Labs helps users at all skill levels maximize their understanding of trading strategies and technology, enabling them to make data-informed decisions confidently. This platform supports traders who wish to fully leverage the high-accuracy bot, Web Dashboard, and API features.

What’s next? With continuous improvements underway, Eagle AI Labs aims to make what started as a bot into a complete trading solution, building on its current role as a pre-trade tool. Their ultimate goal is simple yet ambitious: to offer a one-stop AI tool that could eliminate the need for multiple trading platforms. This vision positions Eagle AI Labs at the forefront of AI-powered trading technology, helping retail traders thrive in the evolving market landscape.

Bottom Line

Eagle AI Labs is transforming the landscape of modern trading by making institutional-grade AI tools accessible to everyone. With solutions ranging from an easy-to-use Telegram bot for retail traders to complex API integrations for enterprise-level needs, Eagle AI Labs empowers traders at every level to make data-driven decisions with confidence. By combining high accuracy, continuous innovation, and a commitment to democratizing data, Eagle AI Labs is setting a new standard in the trading world—bridging the gap between individual traders and institutional giants, and redefining what’s possible in data-informed trading.

With over two decades of experience in investment management, Juan Espinoza has seen it all – the ups and downs, innovations, and evolutions that have shaped the industry. As his prolific career spans exciting chapters, Juan has paused to reflect: Should he have done anything differently along the way? Were there missed opportunities or missteps that could have led him down an even more rewarding path?

Rather than play the “what if” game, Juan finds it more constructive to distill the key insights that have proven most valuable over time. By passing these ideas to the next generation of investment professionals, he hopes they can incorporate these principles early on to maximize their potential.

Matching Temperament and Investing Style

Juan’s first piece of advice focuses on self-awareness around investing preferences. He explains, “Whether it’s equities or bonds, private or public, high or low portfolio turnover, the choice of asset class and investment approach is significant.” An individual’s temperament must align with their chosen area of investing for long-term success and fulfillment.

For instance, Juan notes that a buy-and-hold investor would likely flounder in a high turnover trading environment. “Those well suited for long-term holds are likely to be miserable with constant buying and selling,” he says. Just as important is finding an asset class that engages your interests. Juan emphasizes, “Those with a passion for investing and also enjoy innovation and fast growth in entrepreneurial ventures would much prefer the world of equities over credit.”

Above all, loving your work allows you to weather the inevitable ups and downs. Juan maintains, “An industry with as many peaks and valleys as this one requires us to truly love what we do so we keep showing up, regardless of yesterday’s events.”

Intentional Personal Branding

Juan’s next piece of advice focuses on personal branding – how you are perceived professionally. He acknowledges that we all have an existing brand, whether intentional or not. This brand encompasses how colleagues view your professionalism, demeanor, and consistency.

The key is evolving your brand intentionally through self-awareness. As Juan explains, “Understanding your current brand and steering it in a direction that better serves you is crucial.” Shaping your brand requires elevating yourself as a professional. In Juan’s view, “Brand building for any professional is a path toward personal growth.”

Networking by Giving, Not Taking

While networking’s value is well-known, navigating it effectively is less discussed. In an age of easy digital contact, many react by limiting connections or ignoring outreach. Juan offers a solution – focus on giving rather than taking.

He advocates, “Become obsessed with giving. Seek those you can connect with personally and professionally, not those who can help you.” This giving mindset fosters natural collaboration and rapport. Juan adds, “Being in a giving mode, combined with curating your network intentionally, leads to growth and serendipity with people you may have never met otherwise.”

Expanding Time Through Engagement

Addressing time management, Juan debunks the notion that “time flies when you’re having fun.” For those passionate about their work, he argues that engaging fully can actually expand your sense of time.

“Time and all we can do with it expands when we focus our energy on our craft,” Juan states. “Those able to be their best self through their work make every year count as they rise to the top.” In contrast, unfulfilling work compresses time until one day you look back wondering where the years went.

Act Like This Year Is All You Have

Juan’s final piece of advice balances long-term planning with present-focused execution. While multi-year plans provide direction, he cautions against viewing any year as inconsequential.

“Opportunities and realities we see now are our only reality. The future isn’t real yet,” Juan emphasizes. “Having long-term plans gives direction, but working wholeheartedly now is the only pragmatic approach.” With devotion to the present, we create the chance to manifest the future we envision.

Juan hopes these principles guide investment professionals at all career stages to make decisions that yield fulfillment and success. By incorporating these ideas early on, individuals can craft rewarding careers with long-lasting positive impact.

Check out Juan C. Espinoza’s LinkedIn profile to learn more about him and his approach.

Starting your new Amazon business is exciting, and we’re sure you’re thrilled! But if you’re feeling a bit lost about where to begin with accounting, don’t worry – that’s why we’re here. Today, we’ll break down the basics of accounting for new Amazon sellers like you. So, let’s start and get you on the right track!

Set Up a Separate Business Bank Account

Setting up a separate business bank account is the first step. It helps you keep your business income and expenses separate from your personal funds.

This makes it easier to track your sales, fees, and expenses from Amazon, which simplifies accounting. A dedicated account also makes filing taxes less stressful. You can clearly see what income you earned from your business and what expenses you can deduct.

Having a separate account also makes your business look more professional. It shows that you take your Amazon store seriously.

It can also protect your personal finances. If there are issues with returns, refunds, or disputes, they will not affect your personal account directly.

Opening a business bank account is straightforward. Many banks offer accounts designed specifically for small businesses like yours. Compare different options to find one that meets your needs.

Understand Amazon’s Fees and Deductible Expenses

When you sell on Amazon, you pay different fees. These include referral fees, which are a percentage of each sale, and fulfillment fees if you use Amazon’s Fulfilled by Amazon (FBA) service.

There are also fees for listing products, storage, and shipping costs. It is important to know what each fee is and how much you are being charged.

Knowing which expenses you can deduct can save you money. Deductible expenses include costs directly related to your Amazon business. For example, you can deduct the cost of products you sell, shipping supplies, and fees paid to Amazon.

If you use software for tracking sales or managing inventory, that is also deductible. Even home office expenses might be deducted if you work from home.

Keep a detailed record of these expenses, as it will help you at tax time and make it easier to see how profitable your business is.

Implement Inventory Management and Cost Tracking

Good inventory management prevents you from running out of stock or holding too much inventory that doesn’t sell. This way, you know when it’s time to reorder and how much each item costs you to sell.

Cost tracking means understanding all expenses involved in buying, storing, and shipping your products. You need to know the cost of each item, shipping fees, and any storage fees if you use Amazon’s FBA service. Keeping track of these costs helps you price your products correctly and ensure you make a profit.

Using software can make this process easier. You can choose between many great Amazon seller tools that connect directly with Amazon, automatically updating your inventory levels and tracking costs. This saves you time and reduces the chance of errors.

Reconcile Amazon Sales With Bank Statements Regularly

This process helps you confirm that the money you earned from sales is deposited into your account correctly. It also enables you to spot any mistakes or missing payments.

To do this, download your Amazon sales reports regularly. Then, compare them with the deposits and withdrawals in your bank account. Look for any differences, like missing payments or fees that you didn’t expect. Fixing these issues quickly helps you avoid bigger problems later.

Reconciling sales also makes tax time easier. It ensures that your records are accurate so you can report your income correctly.

Understand and Collect Sales Tax Properly

Sales tax laws vary by state and country, so it’s important to know where you need to collect it.

Some states require you to collect sales tax if you have a physical presence, like a warehouse or office, while others expect it based on where your customers live. Failing to collect sales tax can result in penalties or fines.

Amazon may automatically collect sales tax for some states, but it’s your responsibility to check where you need to collect it. Make sure you understand the tax laws for every state or region where you sell products. You also need to register with the local tax authority and file sales tax returns regularly.

If you’re unsure where to start, it’s best to consult an accountant for Amazon sellers, as they can help you with the complexities of sales tax and ensure you comply with the law. They can also help you avoid costly mistakes and make sure you’re collecting the right amount of tax from each sale.

Monitor Cash Flow to Avoid Shortfalls

Cash flow is the movement of money in and out of your business. It includes sales income, expenses, and payments for things like inventory and shipping.

Positive cash flow means you have more money coming in than going out, while negative cash flow means the opposite. To keep your business healthy, you need to keep a close eye on this balance.

Review your cash flow regularly to spot any issues before they become big problems. Look at how much you spend on new stock and how long it takes for those items to sell. If you spend too much on inventory, you might run out of cash before you make enough sales.

And there you have it! Follow our advice, and you’ll be well on your way to managing your Amazon accounting effectively. However, if you’re ever uncertain about anything, don’t hesitate to ask a professional accountant for help. With the right guidance, you can avoid costly mistakes and keep your finances on track. May your business continue to thrive and grow!

Ben Waters, trader, is a portfolio manager with extensive experience as an equity trader and value investor. Benjamin Waters, trader, has worked as an equity delta one trader since 2019 and is a graduate of the London School of Economics and Political Science. This article will look at equity trading in 2025, sharing expert predictions for the future of capital markets.

PWC’s Capital Markets in 2025 report explores changing dynamics in initial public offering (IPO) activity globally. The report suggests that, over the course of the past decade, there has been a marked increase in cross border capital market transactions, particularly those involving IPOs. PWC’s report also suggests that growth of emerging economies continues to impact the global landscape of capital market transactions. As companies seek to go public, the report speculates that they will have more choice than ever before in terms of securing investment from overseas.

In emerging nations, a lack of appropriate local regulatory infrastructure and domestic capital pools seem likely to continue to thwart access to capital for scaling companies. PWC predicts that firms will continue to rely on overseas investors to help them grow, primarily relying on the three global financial centres of London, New York and Hong Kong. However, PWC expects Asia to become an increasingly alluring capital source, eventually challenging developed marketplaces. As stock exchanges and capital markets in developing countries grow more sophisticated, experts predict that companies based in Western nations will increasingly look to these markets with the aim of tapping into their growing wealth.

It is no secret that global growth is shifting eastward. As far back as 2011, the UN’s World Economic Situation and Prospect report suggested strikingly different outlooks for developing Eastern countries, where growth remained strong, compared with developed nations in the West, where growth had already begun to stagnate. These diverging economic expectations are predicted to have a profound impact on the development of equity capital markets.

The rise of emerging stock markets as sophisticated financial centres in their own right is challenging the dominance of traditional financial centres like London and New York. According to the UN’s World Economic Situation and Prospect report, 55% of respondents believed that, by 2025, Shanghai would be the most attractive venue for foreign listings. This was in spite of the fact that, in 2011, the exchange did not yet allow foreign investments or listings.

Despite rising tides for other financial centres, in the United States the bull market continues to reign supreme for now at least, having hit new heights through the first half of 2024. As the year progressed, the bull market built on the same layers of support that had pepped up stocks all year. Although risks remain, reasons for the hopeful mood of experts in the United States include a resilient economy, with corporate earnings resting comfortably. Indeed, forecasts from Wall Street suggest steady earnings growth through to at least 2026.

Favourable investment themes in the United States include fuel stocks and, of course, AI. On the Wednesday before the 4^th of July holiday in 2024, the S&P 500 finished a half-day session at an all-time closing high of 5537, up by an impressive 16%. Although that falls some way behind Nasdaq’s record 21.1% gain, it is still well ahead of the Dow Jones’s 4.3% industrial average.

The investment landscape is evolving faster than at any point in history, with technological advances enabling investors to construct portfolios in innovative new ways, aligning their investments with constantly shifting preferences and priorities. Trading themes predicted to feature prominently in 2025 and beyond include AI and the rise of robo advisors, FinanceGPT, quant funds run solely by numerical data and software models, and the adoption of ESG by the financial world and everyone operating within it as an essential investment strategy.