Our newest blogger, Centroid24's Rani Sawaf, provides an in-depth look into the realm of risk management, analyzing the preventive steps that brokers should take to deal better with the next financial storm.
Rani Sawaf, CEO of Centroid Solutions Ltd.
ABOUT THE AUTHOR: Rani Sawaf is the CEO of Centroid Solutions Ltd. (Switzerland).
It has proven difficult to anticipate new events despite the fact that they are all driven from exposure to market risks. Although we will discover more about the exact reasons in the coming weeks, we can for sure say that it will not all have been down to bad luck.
Risk Management – a Mind Set and a CEO Responsibility
Risk management, as a discipline in its own right, is first and foremost a mindset that takes into account business continuity as an integral component of company performance. Looking at it from this angle, it is clear that financial risk management, with its direct impact on shareholder value, is ultimately the responsibility of the CEO.
Together with the risk committee, the onus is on the CEO to ensure that the appropriate risk framework is in place as part of corporate governance and regulatory requirements. In addition, he has to define guidelines in line the with the board of directors' risk appetite and, above all, to define the limits beyond which risks become unacceptable for the company and thus require an immediate risk mitigation plan. Many CEOs, however, don’t feel at ease with the discipline of risk management and prefer to delegate such tasks.
When it comes to the implementation and monitoring of risk management guidelines, the task typically falls on the risk officer. It is also very common to see a chief dealer or a treasury officer managing the risk arising from positions generated by client portfolios (in addition to their core responsibilities causing a potential conflict of interests).
In both cases, two real problems facing top management are access to decision risk metrics which are easy to understand and delays in the communication of the effective current risk exposure from the dealing room, often due to the lack of real-time and independent information and reports.
The Wide Spectrum of Risk Management Understanding
Looking at how the risk is dealt with within the brokerage industry, we can identify three categories of brokers. In the first, we have brokerage firms that do not or cannot quantify, monitor and report their market risks. In the second category, we note a large number of companies who “manually” compute certain basic risk measures as their exposure. Conducting such an exercise is surely better than having nothing, but it bears many disadvantages.
It is laborious, consuming precious resources (hidden costs). Its validity is also time limited and it's often reduced to simple measures (no “real” risk measures, but rather an exposure). Furthermore, manual calculation is much more likely to be subject to errors (known as operational risk) potentially leading to wrong decisions that could be very costly and, at worst, fatal. Finally, a minority of brokers use dedicated risk management tools with various levels of sophistication.
How to assess risk?
A question that we are tempted to ask is: “Could an automated system have prevented such an event?” Answering this obliges us to review, in the first instance, what risk management implies. The basis of risk management is the ability to measure exposure and risk as well as the profit & loss (P&L).
A much-used and recommended measure in the financial industry is the value-at-risk (VaR). The VaR95% of a portfolio indicates the potential loss of a current portfolio within a probability of 95%. Thus, by definition, the VaR95% is not designed to cover all eventualities, excluding particularly extreme events in the financial industry (so-called “fat-tail”).
So, does this make it useless? If we consider driving using a speedometer and wearing a seat belt is useless, then I would agree: We would be relying on our perception of speed and would most likely get caught by a radar or, more annoyingly, miss the next sharp curve.
Measure Your Exposure and P&L... Round the Clock
The first basic principle is to know the level of financial risk exposure and the potential loss that could occur in any one day on an ongoing basis. Using the VaR95% as a risk measure, we would consider possible daily currency variations to be in the order of four-to-five percent. An automated real-time computation of the VaR95% enables brokerage firms to take the appropriate measures for most occurrences.
Further, this allows us to react faster and monitor the evolution of exposure over time. But it does not “prevent” very large market moves in the amplitude of EUR/CHF from 1.20 to parity. For that, forex brokers must, together with VaR, have additional risk measures in place, such as being able to conduct stress-test simulations based on various scenarios to complement the VaR95%.
This is where subjective judgement and experience comes into play, and it is the role of the top management and risk committee together with the dealing room to imagine the “unlikely” or even the apparently “impossible” in order to have risk mitigation action plans--if not to eliminate risk, at least to contain it. A scenario such as the Swiss National Bank abandoning support of the CHF support is (was) a potential scenario.
Although admittedly such a scenario would have been considered very extreme and its impact potentially quite difficult to eliminate, a brokerage firm with a strong risk management culture, risk frameworks and appropriate technology in place would have been in a much stronger position to contain and minimize the fallout of such an event.
With the knowledge of the current net exposure and P&L, it would have then been possible to compute the “unacceptable risks” in relation to their return and to act accordingly based on the capital adequacy ratio, either by increasing capital or by reducing risk.
Internalize Risk within Performance
We are all smarter after the fact, in particular, if we were able to learn. A move toward real-time information and tracking of exposure is a major step in the right direction. A step further would be to put in place mechanisms where scenarios are regularly reviewed and enhanced to simulate stress tests and to compute quantitative potential risk exposure.
Risk management (including allowance for extraordinary market moves) can then be an intrinsic element when defining performance, and preventive mechanisms can be established to react quickly when required.
Recent events has made it clear that the management of risk is critical and should therefore be at the heart of managing a forex brokerage business to--unsurprisingly--achieve a better long-term profitability. The good news is that the technology to achieve this is now accessible to all brokers.
It has proven difficult to anticipate new events despite the fact that they are all driven from exposure to market risks. Although we will discover more about the exact reasons in the coming weeks, we can for sure say that it will not all have been down to bad luck.
Risk Management – a Mind Set and a CEO Responsibility
Risk management, as a discipline in its own right, is first and foremost a mindset that takes into account business continuity as an integral component of company performance. Looking at it from this angle, it is clear that financial risk management, with its direct impact on shareholder value, is ultimately the responsibility of the CEO.
Together with the risk committee, the onus is on the CEO to ensure that the appropriate risk framework is in place as part of corporate governance and regulatory requirements. In addition, he has to define guidelines in line the with the board of directors' risk appetite and, above all, to define the limits beyond which risks become unacceptable for the company and thus require an immediate risk mitigation plan. Many CEOs, however, don’t feel at ease with the discipline of risk management and prefer to delegate such tasks.
When it comes to the implementation and monitoring of risk management guidelines, the task typically falls on the risk officer. It is also very common to see a chief dealer or a treasury officer managing the risk arising from positions generated by client portfolios (in addition to their core responsibilities causing a potential conflict of interests).
In both cases, two real problems facing top management are access to decision risk metrics which are easy to understand and delays in the communication of the effective current risk exposure from the dealing room, often due to the lack of real-time and independent information and reports.
The Wide Spectrum of Risk Management Understanding
Looking at how the risk is dealt with within the brokerage industry, we can identify three categories of brokers. In the first, we have brokerage firms that do not or cannot quantify, monitor and report their market risks. In the second category, we note a large number of companies who “manually” compute certain basic risk measures as their exposure. Conducting such an exercise is surely better than having nothing, but it bears many disadvantages.
It is laborious, consuming precious resources (hidden costs). Its validity is also time limited and it's often reduced to simple measures (no “real” risk measures, but rather an exposure). Furthermore, manual calculation is much more likely to be subject to errors (known as operational risk) potentially leading to wrong decisions that could be very costly and, at worst, fatal. Finally, a minority of brokers use dedicated risk management tools with various levels of sophistication.
How to assess risk?
A question that we are tempted to ask is: “Could an automated system have prevented such an event?” Answering this obliges us to review, in the first instance, what risk management implies. The basis of risk management is the ability to measure exposure and risk as well as the profit & loss (P&L).
A much-used and recommended measure in the financial industry is the value-at-risk (VaR). The VaR95% of a portfolio indicates the potential loss of a current portfolio within a probability of 95%. Thus, by definition, the VaR95% is not designed to cover all eventualities, excluding particularly extreme events in the financial industry (so-called “fat-tail”).
So, does this make it useless? If we consider driving using a speedometer and wearing a seat belt is useless, then I would agree: We would be relying on our perception of speed and would most likely get caught by a radar or, more annoyingly, miss the next sharp curve.
Measure Your Exposure and P&L... Round the Clock
The first basic principle is to know the level of financial risk exposure and the potential loss that could occur in any one day on an ongoing basis. Using the VaR95% as a risk measure, we would consider possible daily currency variations to be in the order of four-to-five percent. An automated real-time computation of the VaR95% enables brokerage firms to take the appropriate measures for most occurrences.
Further, this allows us to react faster and monitor the evolution of exposure over time. But it does not “prevent” very large market moves in the amplitude of EUR/CHF from 1.20 to parity. For that, forex brokers must, together with VaR, have additional risk measures in place, such as being able to conduct stress-test simulations based on various scenarios to complement the VaR95%.
This is where subjective judgement and experience comes into play, and it is the role of the top management and risk committee together with the dealing room to imagine the “unlikely” or even the apparently “impossible” in order to have risk mitigation action plans--if not to eliminate risk, at least to contain it. A scenario such as the Swiss National Bank abandoning support of the CHF support is (was) a potential scenario.
Although admittedly such a scenario would have been considered very extreme and its impact potentially quite difficult to eliminate, a brokerage firm with a strong risk management culture, risk frameworks and appropriate technology in place would have been in a much stronger position to contain and minimize the fallout of such an event.
With the knowledge of the current net exposure and P&L, it would have then been possible to compute the “unacceptable risks” in relation to their return and to act accordingly based on the capital adequacy ratio, either by increasing capital or by reducing risk.
Internalize Risk within Performance
We are all smarter after the fact, in particular, if we were able to learn. A move toward real-time information and tracking of exposure is a major step in the right direction. A step further would be to put in place mechanisms where scenarios are regularly reviewed and enhanced to simulate stress tests and to compute quantitative potential risk exposure.
Risk management (including allowance for extraordinary market moves) can then be an intrinsic element when defining performance, and preventive mechanisms can be established to react quickly when required.
Recent events has made it clear that the management of risk is critical and should therefore be at the heart of managing a forex brokerage business to--unsurprisingly--achieve a better long-term profitability. The good news is that the technology to achieve this is now accessible to all brokers.
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Join us for an exclusive interview with Stephen Miles, Chief Revenue Officer at FYNXT, recorded live at FMLS:25. In this conversation, Stephen breaks down how modular brokerage technology is driving growth, retention, and efficiency across the brokerage industry.
Learn how FYNXT's unified yet modular platform is giving brokers a competitive edge—powering faster onboarding, increased trading volumes, and dramatically improved IB performance.
🔑 What You'll Learn in This Video:
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- Why FYNXT’s modular platform is outperforming in-house builds
- How automation is transforming IB channels
- The real ROI: 11x LTV increases and reduced acquisition costs
👉 Don’t forget to like, comment, and subscribe.
#FYNXT #StephenMiles #FMLS2025 #BrokerageTechnology #ModularTech #FintechInterview #DigitalTransformation #FinancialMarkets #CROInterview #FintechInnovation #TradingTechnology #IndependentBrokers #FinanceLeaders
Join us for an exclusive interview with Stephen Miles, Chief Revenue Officer at FYNXT, recorded live at FMLS:25. In this conversation, Stephen breaks down how modular brokerage technology is driving growth, retention, and efficiency across the brokerage industry.
Learn how FYNXT's unified yet modular platform is giving brokers a competitive edge—powering faster onboarding, increased trading volumes, and dramatically improved IB performance.
🔑 What You'll Learn in This Video:
- The biggest challenges brokerages face going into 2026
- Why FYNXT’s modular platform is outperforming in-house builds
- How automation is transforming IB channels
- The real ROI: 11x LTV increases and reduced acquisition costs
👉 Don’t forget to like, comment, and subscribe.
#FYNXT #StephenMiles #FMLS2025 #BrokerageTechnology #ModularTech #FintechInterview #DigitalTransformation #FinancialMarkets #CROInterview #FintechInnovation #TradingTechnology #IndependentBrokers #FinanceLeaders
Join us for an exclusive interview with Stephen Miles, Chief Revenue Officer at FYNXT, recorded live at FMLS:25. In this conversation, Stephen breaks down how modular brokerage technology is driving growth, retention, and efficiency across the brokerage industry.
Learn how FYNXT's unified yet modular platform is giving brokers a competitive edge—powering faster onboarding, increased trading volumes, and dramatically improved IB performance.
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- Why FYNXT’s modular platform is outperforming in-house builds
- How automation is transforming IB channels
- The real ROI: 11x LTV increases and reduced acquisition costs
👉 Don’t forget to like, comment, and subscribe.
#FYNXT #StephenMiles #FMLS2025 #BrokerageTechnology #ModularTech #FintechInterview #DigitalTransformation #FinancialMarkets #CROInterview #FintechInnovation #TradingTechnology #IndependentBrokers #FinanceLeaders
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In this interview, we sat down with Charlotte Bullock, Head of Product at The Bank of London, previously at SAP and now shaping product at one of the sector’s most ambitious new banking players.
Charlotte reflects on the Summit so far and talks about the culture inside fintech banks today. We look at the pressures that come with scaling, and how firms can hold onto the nimble approach that made them stand out early on.
We also cover the state of payments ahead of her appearance on the payments roundtable: the blockages financial firms face, the areas that still need fixing, and what a realistic solution looks like in 2026.
In this interview, we sat down with Charlotte Bullock, Head of Product at The Bank of London, previously at SAP and now shaping product at one of the sector’s most ambitious new banking players.
Charlotte reflects on the Summit so far and talks about the culture inside fintech banks today. We look at the pressures that come with scaling, and how firms can hold onto the nimble approach that made them stand out early on.
We also cover the state of payments ahead of her appearance on the payments roundtable: the blockages financial firms face, the areas that still need fixing, and what a realistic solution looks like in 2026.
In this interview, we sat down with Charlotte Bullock, Head of Product at The Bank of London, previously at SAP and now shaping product at one of the sector’s most ambitious new banking players.
Charlotte reflects on the Summit so far and talks about the culture inside fintech banks today. We look at the pressures that come with scaling, and how firms can hold onto the nimble approach that made them stand out early on.
We also cover the state of payments ahead of her appearance on the payments roundtable: the blockages financial firms face, the areas that still need fixing, and what a realistic solution looks like in 2026.
In this interview, we sat down with Charlotte Bullock, Head of Product at The Bank of London, previously at SAP and now shaping product at one of the sector’s most ambitious new banking players.
Charlotte reflects on the Summit so far and talks about the culture inside fintech banks today. We look at the pressures that come with scaling, and how firms can hold onto the nimble approach that made them stand out early on.
We also cover the state of payments ahead of her appearance on the payments roundtable: the blockages financial firms face, the areas that still need fixing, and what a realistic solution looks like in 2026.
In this interview, we sat down with Charlotte Bullock, Head of Product at The Bank of London, previously at SAP and now shaping product at one of the sector’s most ambitious new banking players.
Charlotte reflects on the Summit so far and talks about the culture inside fintech banks today. We look at the pressures that come with scaling, and how firms can hold onto the nimble approach that made them stand out early on.
We also cover the state of payments ahead of her appearance on the payments roundtable: the blockages financial firms face, the areas that still need fixing, and what a realistic solution looks like in 2026.
In this interview, we sat down with Charlotte Bullock, Head of Product at The Bank of London, previously at SAP and now shaping product at one of the sector’s most ambitious new banking players.
Charlotte reflects on the Summit so far and talks about the culture inside fintech banks today. We look at the pressures that come with scaling, and how firms can hold onto the nimble approach that made them stand out early on.
We also cover the state of payments ahead of her appearance on the payments roundtable: the blockages financial firms face, the areas that still need fixing, and what a realistic solution looks like in 2026.
In this conversation, we sit down with Drew Niv, CSO at ATFX Connect and one of the most influential figures in modern FX.
We speak about market structure, the institutional view on liquidity, and the sharp rise of prop trading, a sector Drew has been commenting on in recent months. Drew explains why he once dismissed prop trading, why his view changed, and what he now thinks the model means for brokers, clients and risk managers.
We explore subscription-fee dependency, the high reneging rate, and the long-term challenge: how brokers can build a more stable and honest version of the model. Drew also talks about the traffic advantage standalone prop firms have built and why brokers may still win in the long run if they take the right approach.
In this conversation, we sit down with Drew Niv, CSO at ATFX Connect and one of the most influential figures in modern FX.
We speak about market structure, the institutional view on liquidity, and the sharp rise of prop trading, a sector Drew has been commenting on in recent months. Drew explains why he once dismissed prop trading, why his view changed, and what he now thinks the model means for brokers, clients and risk managers.
We explore subscription-fee dependency, the high reneging rate, and the long-term challenge: how brokers can build a more stable and honest version of the model. Drew also talks about the traffic advantage standalone prop firms have built and why brokers may still win in the long run if they take the right approach.
In this conversation, we sit down with Drew Niv, CSO at ATFX Connect and one of the most influential figures in modern FX.
We speak about market structure, the institutional view on liquidity, and the sharp rise of prop trading, a sector Drew has been commenting on in recent months. Drew explains why he once dismissed prop trading, why his view changed, and what he now thinks the model means for brokers, clients and risk managers.
We explore subscription-fee dependency, the high reneging rate, and the long-term challenge: how brokers can build a more stable and honest version of the model. Drew also talks about the traffic advantage standalone prop firms have built and why brokers may still win in the long run if they take the right approach.
In this conversation, we sit down with Drew Niv, CSO at ATFX Connect and one of the most influential figures in modern FX.
We speak about market structure, the institutional view on liquidity, and the sharp rise of prop trading, a sector Drew has been commenting on in recent months. Drew explains why he once dismissed prop trading, why his view changed, and what he now thinks the model means for brokers, clients and risk managers.
We explore subscription-fee dependency, the high reneging rate, and the long-term challenge: how brokers can build a more stable and honest version of the model. Drew also talks about the traffic advantage standalone prop firms have built and why brokers may still win in the long run if they take the right approach.
In this conversation, we sit down with Drew Niv, CSO at ATFX Connect and one of the most influential figures in modern FX.
We speak about market structure, the institutional view on liquidity, and the sharp rise of prop trading, a sector Drew has been commenting on in recent months. Drew explains why he once dismissed prop trading, why his view changed, and what he now thinks the model means for brokers, clients and risk managers.
We explore subscription-fee dependency, the high reneging rate, and the long-term challenge: how brokers can build a more stable and honest version of the model. Drew also talks about the traffic advantage standalone prop firms have built and why brokers may still win in the long run if they take the right approach.
In this conversation, we sit down with Drew Niv, CSO at ATFX Connect and one of the most influential figures in modern FX.
We speak about market structure, the institutional view on liquidity, and the sharp rise of prop trading, a sector Drew has been commenting on in recent months. Drew explains why he once dismissed prop trading, why his view changed, and what he now thinks the model means for brokers, clients and risk managers.
We explore subscription-fee dependency, the high reneging rate, and the long-term challenge: how brokers can build a more stable and honest version of the model. Drew also talks about the traffic advantage standalone prop firms have built and why brokers may still win in the long run if they take the right approach.
Executive Interview | Remonda Z. Kirketerp Møller| CEO & Founder Muinmos | FMLS:25
Executive Interview | Remonda Z. Kirketerp Møller| CEO & Founder Muinmos | FMLS:25
Executive Interview | Remonda Z. Kirketerp Møller| CEO & Founder Muinmos | FMLS:25
Executive Interview | Remonda Z. Kirketerp Møller| CEO & Founder Muinmos | FMLS:25
Executive Interview | Remonda Z. Kirketerp Møller| CEO & Founder Muinmos | FMLS:25
Executive Interview | Remonda Z. Kirketerp Møller| CEO & Founder Muinmos | FMLS:25
In this interview, Remonda Z. Kirketerp Møller, founder of Muinmos, breaks down the state of AI in regtech and what responsible adoption really looks like for brokers. We talk about rising fragmentation, the pressures around compliance accuracy, and why most firms are still in the early stages of AI maturity.
Ramanda also shares insights on regulator sandboxes, shifting expectations around accountability, and the current reality of MiCA licensing and passporting in Europe.
A concise look at where compliance, onboarding, and AI-driven processes are heading next.
In this interview, Remonda Z. Kirketerp Møller, founder of Muinmos, breaks down the state of AI in regtech and what responsible adoption really looks like for brokers. We talk about rising fragmentation, the pressures around compliance accuracy, and why most firms are still in the early stages of AI maturity.
Ramanda also shares insights on regulator sandboxes, shifting expectations around accountability, and the current reality of MiCA licensing and passporting in Europe.
A concise look at where compliance, onboarding, and AI-driven processes are heading next.
In this interview, Remonda Z. Kirketerp Møller, founder of Muinmos, breaks down the state of AI in regtech and what responsible adoption really looks like for brokers. We talk about rising fragmentation, the pressures around compliance accuracy, and why most firms are still in the early stages of AI maturity.
Ramanda also shares insights on regulator sandboxes, shifting expectations around accountability, and the current reality of MiCA licensing and passporting in Europe.
A concise look at where compliance, onboarding, and AI-driven processes are heading next.
In this interview, Remonda Z. Kirketerp Møller, founder of Muinmos, breaks down the state of AI in regtech and what responsible adoption really looks like for brokers. We talk about rising fragmentation, the pressures around compliance accuracy, and why most firms are still in the early stages of AI maturity.
Ramanda also shares insights on regulator sandboxes, shifting expectations around accountability, and the current reality of MiCA licensing and passporting in Europe.
A concise look at where compliance, onboarding, and AI-driven processes are heading next.
In this interview, Remonda Z. Kirketerp Møller, founder of Muinmos, breaks down the state of AI in regtech and what responsible adoption really looks like for brokers. We talk about rising fragmentation, the pressures around compliance accuracy, and why most firms are still in the early stages of AI maturity.
Ramanda also shares insights on regulator sandboxes, shifting expectations around accountability, and the current reality of MiCA licensing and passporting in Europe.
A concise look at where compliance, onboarding, and AI-driven processes are heading next.
In this interview, Remonda Z. Kirketerp Møller, founder of Muinmos, breaks down the state of AI in regtech and what responsible adoption really looks like for brokers. We talk about rising fragmentation, the pressures around compliance accuracy, and why most firms are still in the early stages of AI maturity.
Ramanda also shares insights on regulator sandboxes, shifting expectations around accountability, and the current reality of MiCA licensing and passporting in Europe.
A concise look at where compliance, onboarding, and AI-driven processes are heading next.
In this conversation, we speak with Aydin Bonabi, CEO and co-founder of Surveill, a firm focused on fraud detection and AI-driven compliance tools for financial institutions.
We start with Aydin’s view of the Summit and the challenges brokers face as fraud tactics grow more complex. He explains how firms can stay ahead through real-time signals, data patterns, and early-stage detection.
We also talk about AI training and why compliance teams often struggle to keep models accurate, fair, and aligned with regulatory expectations. Aydin breaks down what “good” AI training looks like inside a financial environment, including the importance of clean data, domain expertise, and human oversight.
He closes with a clear message: fraud is scaling, and so must the tools that stop it.
In this conversation, we speak with Aydin Bonabi, CEO and co-founder of Surveill, a firm focused on fraud detection and AI-driven compliance tools for financial institutions.
We start with Aydin’s view of the Summit and the challenges brokers face as fraud tactics grow more complex. He explains how firms can stay ahead through real-time signals, data patterns, and early-stage detection.
We also talk about AI training and why compliance teams often struggle to keep models accurate, fair, and aligned with regulatory expectations. Aydin breaks down what “good” AI training looks like inside a financial environment, including the importance of clean data, domain expertise, and human oversight.
He closes with a clear message: fraud is scaling, and so must the tools that stop it.
In this conversation, we speak with Aydin Bonabi, CEO and co-founder of Surveill, a firm focused on fraud detection and AI-driven compliance tools for financial institutions.
We start with Aydin’s view of the Summit and the challenges brokers face as fraud tactics grow more complex. He explains how firms can stay ahead through real-time signals, data patterns, and early-stage detection.
We also talk about AI training and why compliance teams often struggle to keep models accurate, fair, and aligned with regulatory expectations. Aydin breaks down what “good” AI training looks like inside a financial environment, including the importance of clean data, domain expertise, and human oversight.
He closes with a clear message: fraud is scaling, and so must the tools that stop it.
In this conversation, we speak with Aydin Bonabi, CEO and co-founder of Surveill, a firm focused on fraud detection and AI-driven compliance tools for financial institutions.
We start with Aydin’s view of the Summit and the challenges brokers face as fraud tactics grow more complex. He explains how firms can stay ahead through real-time signals, data patterns, and early-stage detection.
We also talk about AI training and why compliance teams often struggle to keep models accurate, fair, and aligned with regulatory expectations. Aydin breaks down what “good” AI training looks like inside a financial environment, including the importance of clean data, domain expertise, and human oversight.
He closes with a clear message: fraud is scaling, and so must the tools that stop it.
In this conversation, we speak with Aydin Bonabi, CEO and co-founder of Surveill, a firm focused on fraud detection and AI-driven compliance tools for financial institutions.
We start with Aydin’s view of the Summit and the challenges brokers face as fraud tactics grow more complex. He explains how firms can stay ahead through real-time signals, data patterns, and early-stage detection.
We also talk about AI training and why compliance teams often struggle to keep models accurate, fair, and aligned with regulatory expectations. Aydin breaks down what “good” AI training looks like inside a financial environment, including the importance of clean data, domain expertise, and human oversight.
He closes with a clear message: fraud is scaling, and so must the tools that stop it.
In this conversation, we speak with Aydin Bonabi, CEO and co-founder of Surveill, a firm focused on fraud detection and AI-driven compliance tools for financial institutions.
We start with Aydin’s view of the Summit and the challenges brokers face as fraud tactics grow more complex. He explains how firms can stay ahead through real-time signals, data patterns, and early-stage detection.
We also talk about AI training and why compliance teams often struggle to keep models accurate, fair, and aligned with regulatory expectations. Aydin breaks down what “good” AI training looks like inside a financial environment, including the importance of clean data, domain expertise, and human oversight.
He closes with a clear message: fraud is scaling, and so must the tools that stop it.