Cutter Benchmarking 2023 Data Management - Executive Summary

Lisa Masten
Consulting Principal – Data and Analytics
Lisa Masten has more than 20 years of experience in the investment management industry, leading projects and designing solutions in the areas of performance and attribution, data management, market data administration, portfolio analytics, and investment accounting. Lisa leads Cutter Associates’ Data and Performance practice, where she advises and designs operating models, selects systems, and implements business and technology solutions. She also organizes the Implementation practice for Cutter, including leading development of its adaptable delivery framework and project toolkit.
Prior to joining Cutter, Lisa was a Senior Manager at Invesco, where she managed a global team responsible for designing and implementing data, performance, and accounting solutions. She has held roles implementing and supporting processes and technology across the front, middle and back office at multiple asset management firms. Lisa holds a Bachelor of Arts in finance and computer science from North Central College in Illinois.

Kathy McDermott
Managing Director, Research
Kathy McDermott has more than 25 years of experience in the financial services industry. Kathy, who joined Cutter Associates in 2011, has authored multiple Cutter Research reports on a wide range of topics. She spent ten years as a consultant for a variety of asset management firms, with a focus on business analysis for front- and middle-office projects. Kathy was previously the senior business analyst, equity trading systems, at Wellington Management, specializing in the firm’s proprietary electronic and basket trading applications. Earlier in her career, Kathy worked for Thomson Financial Services (now Thomson Reuters), supporting FirstCall and PORTIA clients in Hong Kong, Japan, Singapore, and Thailand, and later went on to manage PORTIA implementations. She also worked at LongView (now Linedata) as an account manager and then product manager of electronic trading. Kathy earned her bachelor of arts in mathematics from Hamilton College.
Recent research assignments and publications include the following:
- Alternative Data and the Expanding Universe of Investment Information
- Cutter Benchmarking: Data Management
- Cutter Benchmarking: Market Data Administration
- DataOps: In Theory and Practice
- Enabling Data Analytics
- The Evolving Front Office Support Model
- Evolving Data Governance: Building a Data Culture
- Making Snowflake Part of Your Modern Data Platform
- Managed Data Services
- Market Data Administration
- Order Management Systems
- Outsourced Trading: Has the Time Come?
- Reference Data Management Solutions

Arnie Wachs
Principal – Head of Consulting (until 1/31/2025)
Arnie Wachs, Head of Consulting at Cutter Associates, brings extensive business and technical knowledge to the role, with over 30 years of investment management industry experience. Arnie advises clients on their strategic technology direction, data governance practices, trading platforms and practices, portfolio management tools, and operational organization, as well as data management architecture, tools, and practices. He has extensive experience working for investment management firms, financial software vendors, and consulting firms, in roles that included business analyst, developer, system architect, development management, project management, product management, sales, and executive positions. He has a deep understanding of investment management system use and design. He also leads the firm’s Technology and Architecture practice.
Prior to joining Cutter, Arnie worked for ITG, where he led the product management efforts for the development of the next-generation OEMS platform. Prior roles include Head of Equity Systems at BlackRock Solutions, Senior Product Manager at Charles River Development, and Vice President at Fidelity Investments, where he designed and developed the firm’s global trading platforms. Arnie also led efforts at State Street Global Advisors to create an enterprise-wide, cross-asset class security and benchmark master. He holds a Bachelor of Science in physics from Clarkson University.