Square Capital Integrates Confluence Revolution API for Advanced Risk Analytics

Square Capital has integrated Confluence’s Revolution risk API to anchor its next-generation investment risk framework, addressing complex regulatory requirements from the Autorité des Marchés Financiers. For fintech professionals, this move highlights the growing demand for embedded, institutional-grade risk analytics that can handle sophisticated structured products without forcing a total overhaul of existing proprietary in-house systems.

What was announced

Square Capital, an independent international asset manager, selected the Revolution risk API to bolster its pricing and risk management as it moves into more complex investment strategies. Specifically, the firm is expanding its use of structured products, including Phoenix autocalls, reverse convertibles, and capital-protected notes. These instruments carry specific regulatory obligations from the French regulator, the Autorité des Marchés Financiers (AMF), which necessitated a more robust quantitative engine.

The Revolution risk API provides a cloud-native architecture designed to be embedded directly into existing workflows. It offers a suite of institutional-grade risk intelligence and advanced quantitative analytics, such as Value at Risk (VaR), Expected Shortfall, and credit analytics. The engine allows for real-time access to stress testing across more than 2,900 scenarios and includes a pricing library featuring over 360 functions. This library covers a wide range of assets, from traditional securities to complex derivatives and structured products, while also providing liquidity risk assessments and hybrid risk decomposition.

A key factor in the selection was the API’s ability to integrate natively into Square Capital’s current risk environment. This approach allows the asset manager to gain enterprise-class risk intelligence with minimal configuration and validation upon implementation. By embedding the tool directly into its proprietary applications, Square Capital avoids the operational disruption of replacing its established in-house risk platform while still meeting the analytical depth required for its expanding investment universe.

"We were looking for a solution that combined analytical depth, flexibility and scalability that could integrate directly into our existing environment. Revolution risk API stood out for its ability to embed directly into our existing platform while providing the structured product coverage and pricing flexibility we need to support our expanding investment universe and satisfy our AMF requirements."

Mathieu Pillet, Head of Risk & ESG at Square Capital.

The companies involved

Confluence Technologies is a global leader in regulatory, analytics, and investor communications solutions tailored for the investment management industry. The firm provides a range of tools designed to help asset managers, administrators, and custodians navigate the complexities of data management and reporting. By focusing on cloud-native architecture and API-first delivery, Confluence has positioned itself as a provider of high-performance quantitative engines that can be integrated into diverse technological stacks.

Square Capital is an independent international asset manager that specializes in Quality Investing. Operating through its website at squarecapitalgroup.com, the firm manages portfolios with a focus on long-term value and risk-adjusted returns. As it broadens its investment universe to include more sophisticated derivatives and structured notes, the firm has sought to upgrade its technical infrastructure to meet the rigorous standards of European regulators. Square Capital’s decision to maintain its proprietary platform while embedding third-party analytics reflects a hybrid approach to fintech adoption. This strategy allows the firm to retain its unique internal workflows while leveraging the specialized depth of external quantitative providers to satisfy the evolving demands of the French regulator, the Autorité des Marchés Financiers.

What FF News has reported before

Confluence has a history of expanding its technological footprint within the investment management sector through automated and intelligent solutions. FF News previously covered the firm’s advancements in automation with the report Confluence Launches POINT: AI-Enabled Automation Suite for Investment Management. That launch underscored the company's focus on utilizing AI-enabled tools to streamline operations and improve data accuracy for its global client base. This latest partnership with Square Capital continues that trajectory of providing high-level technical integration for firms looking to modernize their risk frameworks without the friction of a full system replacement.

What this means

This announcement signals a shift in the asset management industry away from monolithic, "black box" risk platforms toward modular, API-driven intelligence. As regulators like the AMF increase scrutiny on structured products, firms are under intense pressure to provide more granular risk decomposition and stress testing. The choice to embed an API rather than adopt a standalone platform suggests that the competitive edge for asset managers now lies in how they integrate data, not just the data itself. This puts traditional, siloed software vendors under pressure to open their architectures or risk being bypassed by more flexible, cloud-native competitors who can offer institutional-grade depth with minimal implementation friction.