Alexei Kutsenko, CEO and Founder TFB (Tools for brokers) and dexaHe said the brokerage industry has reached a tipping point in how dealing desks manage risk – one driven by artificial intelligence, real-time visibility, and the long-awaited convergence of execution and risk in a single environment.
“The way brokerage firms manage risk is changing,” Alexei said. “Once you have full real-time visibility, there is no going back.”
These statements come on the back of TFB’s launch of dexaa new AI-powered analytics and risk management platform designed exclusively for brokerages and supporting trading firms. DEXA unifies every trader, position and server into one live screen, history of accounts from their third trade and automatic exposure management in real time. The launch gave us the opportunity to sit down with Alexey and understand what is driving change in the market, what modern brokers are really struggling with, and what he thinks the next generation of dealing desk operations will look like. For the CEO who spent 16 years inside the brokerage infrastructure, the answers have less to do with technology and more to do with time.
“DEXA is not a duplication of what already exists” Alexei said. “It’s a fundamental change in how risk management works within a brokerage firm. The market has been waiting for this, and we built it.”
The product comes as the industry begins to grapple with a structural problem that has plagued dealing desks for more than a decade: brokerages now generate massive amounts of data, but most of the operational teams responsible for acting on it are still pulling it together across multiple systems before they can make a single decision.
From monitoring to decision making
Alexei explained that the next generation of brokerage risk management is not about adding more dashboards or producing more reports – it is about giving trading desks a direct operational understanding of their business.
“Time is one of the most valuable assets within a brokerage firm. The faster you understand what is happening, the better every decision will be.”
In his view, this shift is already changing the way dealing desks are expected to operate. Instead of spending the morning investigating what happened overnight, teams can focus on strategy, improvement, and growth.
The implication, according to Alexei, is that the trading desk itself plays a changing role. “The trading desk is not going away.” He said. “I’ve become stronger.”
Why is AI important, and why does most of the discussion miss the point?
When asked about the role of AI in this transformation, Alexie made a sharper distinction than is usually heard in the industry.
“Artificial intelligence is not valuable because it is artificial intelligence. He said. “It is valuable because it helps brokers understand their business faster and more accurately than ever before.”
In the context of risk management, this translates into recognizing behavioral patterns earlier than rule-based systems, identifying relationships between accounts that would be impossible to detect manually, and providing instant answers to operational questions that previously required hours of analysis, he said.
The solution brokers have been waiting
These observations did not come from market research. They came from 16 years of working alongside brokers across every model and every market watching the same friction repeat itself and understanding, in minute detail, what was missing.
That accumulated experience is what DEXA is built on. With a deep technical foundation already in place through the Trade Wizard, and a liquidity bridge widely deployed by TFB, creating a risk management solution was, as Alexey puts it, a matter of when, not if.
“We knew exactly what brokers needed because we had been inside their operations for years,” Alexei said. “DEXA was not built on a product roadmap. It was built off of everything we saw and everything brokers told us were missing.”
Designed specifically for MT4 and MT5 brokerages, DEXA brings every trader, position and server to a single live screen, updated every second, and combines an AI prediction engine that starts scoring new accounts from their third trade with an algorithmic engine that automatically classifies traders into 19 fully explainable behavioral categories. Tag analysis, news event planning, coordinated cluster detection, and a no-code automation builder complete the platform.
Alexie described DEXA as a “completely new category” in dealing desk technology, which he said the industry had literally been waiting for.
“For the first time, brokers can see their entire operations in one place, understand risks as they evolve, and respond immediately.”
A broader reset of the brokerage stack
Alexei stopped short of declaring that the era of fragmented brokerage operations has ended once and for all, but he made it clear that he believes the direction of travel has stabilized.
“After years of fragmented workflow and delayed visibility, the industry has finally reached a turning point.”
This shift comes as the broking technology sector continues to consolidate around fewer full infrastructure providers, with a growing expectation that execution, risk and analytics will operate as a single system rather than separately licensed tools.
For dealing desks, the practical impact will be simpler processes and faster decisions. For the industry as a whole, the transformation represents something bigger.
“Leading brokerages are already using DEXA,” Alexei said. “This is the solution the market has been waiting for.”
Alexei Kutsenko, CEO and Founder TFB (Tools for brokers) and dexaHe said the brokerage industry has reached a tipping point in how dealing desks manage risk – one driven by artificial intelligence, real-time visibility, and the long-awaited convergence of execution and risk in a single environment.
“The way brokerage firms manage risk is changing,” Alexei said. “Once you have full real-time visibility, there is no going back.”
These statements come on the back of TFB’s launch of dexaa new AI-powered analytics and risk management platform designed exclusively for brokerages and supporting trading firms. DEXA unifies every trader, position and server into one live screen, history of accounts from their third trade and automatic exposure management in real time. The launch gave us the opportunity to sit down with Alexey and understand what is driving change in the market, what modern brokers are really struggling with, and what he thinks the next generation of dealing desk operations will look like. For the CEO who spent 16 years inside the brokerage infrastructure, the answers have less to do with technology and more to do with time.
“DEXA is not a duplication of what already exists” Alexei said. “It’s a fundamental change in how risk management works within a brokerage firm. The market has been waiting for this, and we built it.”
The product comes as the industry begins to grapple with a structural problem that has plagued dealing desks for more than a decade: brokerages now generate massive amounts of data, but most of the operational teams responsible for acting on it are still pulling it together across multiple systems before they can make a single decision.
From monitoring to decision making
Alexei explained that the next generation of brokerage risk management is not about adding more dashboards or producing more reports – it is about giving trading desks a direct operational understanding of their business.
“Time is one of the most valuable assets within a brokerage firm. The faster you understand what is happening, the better every decision will be.”
In his view, this shift is already changing the way dealing desks are expected to operate. Instead of spending the morning investigating what happened overnight, teams can focus on strategy, improvement, and growth.
The implication, according to Alexei, is that the trading desk itself plays a changing role. “The trading desk is not going away.” He said. “I’ve become stronger.”
Why is AI important, and why does most of the discussion miss the point?
When asked about the role of AI in this transformation, Alexie made a sharper distinction than is usually heard in the industry.
“Artificial intelligence is not valuable because it is artificial intelligence. He said. “It is valuable because it helps brokers understand their business faster and more accurately than ever before.”
In the context of risk management, this translates into recognizing behavioral patterns earlier than rule-based systems, identifying relationships between accounts that would be impossible to detect manually, and providing instant answers to operational questions that previously required hours of analysis, he said.
The solution brokers have been waiting
These observations did not come from market research. They came from 16 years of working alongside brokers across every model and every market watching the same friction repeat itself and understanding, in minute detail, what was missing.
That accumulated experience is what DEXA is built on. With a deep technical foundation already in place through the Trade Wizard, and a liquidity bridge widely deployed by TFB, creating a risk management solution was, as Alexey puts it, a matter of when, not if.
“We knew exactly what brokers needed because we had been inside their operations for years,” Alexei said. “DEXA was not built on a product roadmap. It was built off of everything we saw and everything brokers told us were missing.”
Designed specifically for MT4 and MT5 brokerages, DEXA brings every trader, position and server to a single live screen, updated every second, and combines an AI prediction engine that starts scoring new accounts from their third trade with an algorithmic engine that automatically classifies traders into 19 fully explainable behavioral categories. Tag analysis, news event planning, coordinated cluster detection, and a no-code automation builder complete the platform.
Alexie described DEXA as a “completely new category” in dealing desk technology, which he said the industry had literally been waiting for.
“For the first time, brokers can see their entire operations in one place, understand risks as they evolve, and respond immediately.”
A broader reset of the brokerage stack
Alexei stopped short of declaring that the era of fragmented brokerage operations has ended once and for all, but he made it clear that he believes the direction of travel has stabilized.
“After years of fragmented workflow and delayed visibility, the industry has finally reached a turning point.”
This shift comes as the broking technology sector continues to consolidate around fewer full infrastructure providers, with a growing expectation that execution, risk and analytics will operate as a single system rather than separately licensed tools.
For dealing desks, the practical impact will be simpler processes and faster decisions. For the industry as a whole, the transformation represents something bigger.
“Leading brokerages are already using DEXA,” Alexei said. “This is the solution the market has been waiting for.”
