In the first episode of Caplin Connects, John Ashworth, CEO of Caplin, sits down with Stéphane Malrait, Chairman of ACI Financial Markets Association, to explore the evolution of electronic trading in FX markets. They discuss the early days of single dealer platforms, the strategic decisions behind build vs. buy technology, and the persistent cultural resistance to change within banks. Stéphane also shares insights on the role of client demand in driving digitisation and how AI is beginning to reshape the trading landscape. A must-listen for anyone at the intersection of finance and innovation.
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In this episode of Caplin Connects, John Ashworth, CEO of Caplin, speaks with Stéphane Malrait, Chairman of the Board of the ACI Financial Markets Association, about three decades of change in FX and wider FICC markets. Stéphane’s career; spanning JP Morgan, Société Générale and ING; places him at the centre of the industry’s shift from voice‑based trading to sophisticated electronic workflows.
Single dealer platforms have played a central role in this evolution. What stands out in this conversation is not a linear march of technology, but a series of trade‑offs; between build versus buy, automation versus relationships, and short‑term returns versus long‑term strategic value. For banks navigating today’s FX trading tech landscape, these lessons feel particularly timely.
Stéphane’s early experience at JP Morgan coincided with the internet boom of the early 2000s, when banks first began experimenting seriously with electronic distribution. At that time, single dealer platforms were not an obvious or universally supported investment. In fact, resistance to change was common across most asset classes. FX was the exception.
“The success in FX was because clients were demanding to trade electronically,” Stéphane explains. While fixed income clients were slower to adopt electronic channels, FX clients pushed banks to provide faster pricing, electronic execution and better transparency.
This demand, more than internal enthusiasm, drove the early success of FX trading applications.
JP Morgan’s response was ambitious: two separate teams, each with different technology stacks, were tasked with building a platform in parallel. It was an approach few institutions would consider today, but it highlights how strategically important FX electrification already was. The lesson remains relevant. Technology adoption in trading rarely succeeds because it is fashionable; it succeeds when it directly addresses client behaviour and commercial pressure.
Across his career, Stéphane has experienced all three approaches to platform development: pure in‑house build, outsourced build with owned IP, and outright purchase of third‑party solutions.
At Société Générale, the bank opted to partner with a technology provider to accelerate delivery of its single dealer platform. At ING, the decision shifted further towards buying an established solution rather than building from scratch. Each model comes with trade‑offs. Building offers control and differentiation, but at significant cost and risk. Buying accelerates time to market, but places greater emphasis on integration, configuration and long‑term vendor alignment.
Crucially, Stéphane stresses that front‑end platforms alone are never enough. A successful FX trading application must be underpinned by pricing, risk management, hedging and distribution working as a coherent whole. “You cannot take only the client‑facing applications into account; you have to take the whole stack together,” he notes.
Recent BIS data suggests a modest but meaningful shift back towards single dealer platforms, following years of growth in multi‑dealer venues. Stéphane argues this is not a rejection of multi‑dealer platforms, but a recalibration.
For many banks, the cost of supporting dozens of venues; connectivity, operational overhead and brokerage fees; has become unsustainable. At the same time, single dealer platforms offer richer functionality, deeper client relationships and often better economics.
“It’s not the death of multi‑dealer platforms; it’s about using each channel for the right purpose,” he explains. The future, in Stéphane’s view, is multi‑channel: APIs, single dealer platforms, multi‑dealer platforms and automated chat‑based workflows all co‑existing.
Despite the increasing sophistication of FX trading tech, Stéphane is clear that relationships still matter; particularly in corporate and institutional banking. At ING, client loyalty was driven less by platform aesthetics and more by long‑standing financing relationships, transparency and trust. Electronic execution enhanced these relationships rather than replacing them.
“Even in the electronic world, it’s still very relationship‑based,” Stéphane says. Clients may demand competitive pricing and efficient workflows, but they also value openness around how trades are priced and how banks make money. This insight is critical when designing FX trading applications for different client segments; from simple payment‑driven users to sophisticated trading desks.
One of the recurring themes in the conversation is simplicity. Regardless of asset class or client type, users want systems that are easy to access, intuitive to navigate and reliable under pressure. At the same time, banks must serve clients with vastly different needs. Stéphane describes ING’s decision to unify its payment‑focused and trading‑focused FX platforms into a single configurable solution; enabling advanced functionality only where required. This approach reduced operational complexity while improving the overall sales trader workflow, and it reflects a broader shift away from one‑size‑fits‑all platforms.
Stéphane’s most forward‑looking observations centre on AI. While algorithmic techniques have long been part of trading, generative AI introduces new possibilities; particularly in sales and execution workflows.
One example involved using AI to extract trade intent from chat conversations and translate it directly into executable formats. What previously took minutes could be completed in seconds, without removing the salesperson from the loop.
“The salesperson was always in control, so we didn’t break any regulatory rules,” Stéphane explains.
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He believes adoption will accelerate rapidly over the next two to three years, especially as younger generations expect AI‑assisted workflows as standard. For banks, partnering with fintech firms may remain the fastest route to innovation, particularly where internal controls slow experimentation.
FINAL THOUGHTS
After decades spent automating trading workflows, Stéphane arrives at a balanced conclusion. Automation removes friction, reduces risk and improves efficiency; but it does not eliminate the need for human trust.
Complex, high‑value transactions still benefit from experienced voices and strong relationships. Simple, repeatable processes should be automated end‑to‑end. The future lies in combining both.
For banks investing in single dealer platforms and modern electronic trading capabilities, the message is clear: success depends not just on software, but on understanding clients, aligning stakeholders and designing systems that evolve with the market; not ahead of it, and not behind it.
In this episode of Caplin Connects, John Ashworth, CEO of Caplin, is joined by Graham Moss, Global Head of FX IT at BBVA, to reflect on the evolution of FX technology from the vendor side to the banking front line. They discuss the early success of platforms like Reuters RET, the shifting role of voice trading, and the challenges banks face when building their own FX stacks. Graham shares insights on the changing demands of tier-two and tier-three banks, the impact of commoditisation in trading tech, and why GenAI is now a must-have, not a nice-to-have. A compelling listen for anyone navigating the future of electronic trading.
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