Summary
Hedge funds racing to adopt AI need more than models. They need infrastructure. Model Context Protocol (MCP) servers are a key component connecting AI interfaces to financial data, platforms, and agents. With modern data architecture and governance, MCP enables scalable, secure, and interoperable AI-driven operations across front-, middle-, and back-office functions.
Dmitry (Mitya) Miller
Dmitry (Mitya) Miller is the Managing Director, General Manager for Aquata, Arcesium’s comprehensive self-service data platform purpose built for the investment management industry. Mitya is responsible for overseeing all aspects of the Aquata business, including P&L ownership, customer base growth, customer delivery and engagement, and product roadmap.
Sources:
[i] AIMA, September 16, 2025. https://www.aima.org/article/press-release-front-office-gen-ai-adoption-shifts-from-if-to-when-for-leading-fund-managers-aima-research-finds.html..arrived
[ii] MCPServers.org, accessed March 2026. https://mcpservers.org/
[iii] Zuplo, January 13, 2026. https://zuplo.com/blog/mcp-survey
[iv] Thirumalaisamy, K., Konakalla, M., Infrastructure, O. C., & Devamanoharan, D. K, accessed March 2026. https://www.researchgate.net/profile/Karthikeyan-Thirumalaisamy/publication/...links/694393af0c98040d481e9fa8/AI-MCP-Servers-in-Cybersecurity-Emerging-Attack-Vectors-and-Mitigation-Strategies.pdf
