Why Fundamental Data Still Matters in 2025
In the world of finance, buzzwords change fast. AI-driven models, social sentiment, and alternative data sources dominate the headlines. But beneath the surface, long-term investors and serious analysts know one thing remains unchanged: fundamentals still matter.
1: The Hype Around Alternative Data
There’s no shortage of excitement around scraping Twitter feeds or analyzing satellite images of parking lots. These signals are noisy, short-term, and often misleading. They’re useful — but only when paired with the financial backbone of any company: revenue, profit margins, debt, and returns on capital.
2: AI Models Are Still Data-Hungry
Even the most advanced AI models rely on high-quality structured data. Without earnings, cash flows, or P/E ratios, no algorithm can make a reliable long-term forecast. Garbage in, garbage out.
3: Fundamentals = Signal, Not Noise
Fundamental indicators cut through the noise. A company with solid free cash flow, consistent ROE, and manageable debt is fundamentally stronger — no matter what Twitter says.
4: Where Our API Comes In
We deliver clean, structured, and up-to-date fundamental data for companies often ignored by global data providers — including Russian and Kazakh equities. If your models need depth, not just hype — we’re here for you.
Conclusion
Trends change, but fundamentals don’t. In 2025 and beyond, they remain the bedrock of intelligent investing.