Summary
Investment operations teams advance fastest with AI agents when they apply discipline to every initiative. Four principles connect prototype ambitions to production: bounded single-workflow scope, business-outcome metrics, authoritative data governance, codified business rules, and staged autonomy. Each earns its place through operational specificity and a clear audit trail.
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] Grant Thornton, 2025. https://www.grantthornton.com/insights/articles/asset-management/2025/ai-is-transforming-asset-management
[ii] OpenAI, 2026. https://openai.com/index/balyasny-asset-management/
