On the financial market, there's a story that circulates, much like a legend of a lost city of gold. It's the story of the Medallion Fund from Renaissance Technologies. Its founder, Jim Simons, wasn't your typical "wolf of Wall Street." He was a mathematician, a brilliant codebreaker.

Instead of hiring stock analysts, he hired physicists, statisticians, and cryptographers. Instead of reading company reports, he had them gather unimaginable amounts of data. Everything: historical prices, weather data, press articles. Their goal wasn't to "predict" the market, but to find tiny, repetitive patterns (anomalies) in this gigantic chaos, patterns that were completely invisible to the human eye.

They created a "black box" - algorithms that made money for decades, generating returns (approx. 66% annually before fees!) that no one else could even dream of. Today, that fund is closed. Only the company's employees have access to it. It's their private "money-making machine," built on mathematics and big data.

Okay, but how does this legend relate to everyday reality?

Usually, a trader sits alone in front of their chart. They have a standard toolkit: trend lines, moving averages, Fibonacci levels. Tools that are often subjective, drawn partly based on knowledge and partly on hope.

As a result, it's easy to feel like you're trying to row a kayak in a storm, fighting a market dominated by powerful institutions and HFT algorithms.

And this is where we - Deep Market Level - come in. Not as the next trading "gurus," but as a research team with an unconventional way of perceiving the world. Of course, we trade ourselves, and DML levels are our main tool (alongside the MMD methodology) - this keeps us close to the market and grounded. But our passion is, first and foremost, researching data and looking for patterns where others don't see them.

A Piece of the Same Philosophy Within Our Reach

We decided to create a tool that is at least a glimmer of the Medallion philosophy. Not a promise of 60% per year, because that's unrealistic. But a tool based on the same principle: objective analysis of large datasets.

This is precisely what DML (Deep Market Level) levels are.

These are not ordinary support and resistance levels. This isn't something an analyst "drew" because it "felt right." These are horizontal levels calculated by a non-obvious algorithm that analyzes the *entire available history* of a given instrument. It processes hundreds, and sometimes thousands, of sources, looking for places that have a real impact on price behavior.

What's more, DML provides data that is relevant to market participants on various timeframes. It doesn't matter if you're a scalper looking at a one-minute chart or a long-term investor analyzing the weekly interval. The algorithm provides a map that works universally, showing statistical "nodes" of importance.

A "Limitation" That Is Actually a Strength

We must be honest about one thing here. For now, a potential limitation might be the fact that the data offered by DML applies exclusively to currency pairs (Forex).

But as Mariusz Maciej Drozdowski (CEO of Deep Market Level Limited) perfectly put it, the currency market is essentially a "huge, global accounting firm" governed by certain repetitive rules. The key isn't to know all of them, but to find even a fraction of those rules to plug into the stream of money that flows through it every day.

And this makes deep sense. Think about it... The currency market is the foundation. Stocks are denominated in specific currencies. Stock indices are too. Even cryptocurrencies... are most often indexed to currencies (like the Dollar). It's the currency market that is crucial for almost all financial flows in the world. By focusing on Forex, we are touching the heart of the system.

Mariusz himself is also the creator of the broader MMD methodology, based on a deep analysis of historical price (his "MMD Knowledge Pyramid" is a great concept for organizing analysis), and the DML levels are its most condensed, technological fruit.

Tools, Not Just Data

Our research work also translates into concrete solutions. We have prepared algorithmic tools (indicators, advanced automated strategies), for now mainly for the popular MetaTrader platforms, but we also provide an API so that DML levels can be implemented on any other platform.

And importantly, we provide these algorithmic solutions to all our clients free of charge.

Officially, we recommend using them for *researching* the levels, for your own analysis, and for verifying our observations. We want everyone to be able to check for themselves how DML "feels" the market. But... (and here we smile with humility) we know very well that many of our clients successfully use them in their current market analysis and daily investment decisions.

Something for the future...

Deep Market Level Limited is still a young FinTech company. Today, for a relatively small monthly subscription, they provide access to a tool that has immense research and analytical work poured into it.

Who knows, maybe in the future, we will follow in Medallion's footsteps? Maybe one day we will decide that our tools are too valuable to be publicly available and we will close access for new clients? Then those who trusted us from the beginning, who were with the company from its very start, will become part of a closed group, benefiting from something truly exceptional.

It's just speculation, but history likes to repeat itself. And for now, we have a chance to touch something that is truly close to the philosophy of the most powerful players in the world.