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Personal Information
- Data and Analytics Platforms
- Decision Automation Technologies
- Artificial Intelligence and Machine Learning
- Business Intelligence and Data Visualization
- Data Integration and Orchestration
- Real-Time Analytics and Decision Support
- Chief Marketing Officer, Openprise
- Chief Growth Officer, Coveo
- Chief Marketing/Product, RichRelevance
- Chief Product/Marketing Officer, Avangate/2Checkout (Verifone)
- Vice President, Oracle & PeopleSoft
- BS, MIT
- MS, Stanford
- MBA, Harvard
About Michael Ni
Michael Ni is Vice President and Principal Analyst at Constellation Research, covering the evolving Data-to-Decisions landscape—where CDOs, CIOs, and CPOs must modernize data infrastructure, integrate AI into decision-making, and scale automation to improve business outcomes.
Ni’s research examines how enterprises operationalize AI, automate decision-making, and integrate data management and analytics into core business processes. He focuses on the challenges of scaling AI-driven decision systems, aligning data strategy with business goals, and the growing role of data and decisioning “products” in enterprise ecosystems.
With 25+ years as a product and GTM executive across enterprise software, AI platforms, and analytics-driven technologies, Ni brings a practitioner’s perspective to research—balancing technical depth with execution strategies, product lifecycle management, and alignment to business models. His work helps enterprises and vendors develop AI-driven decisioning capabilities, structure automation frameworks, and align data strategy with business metrics.
Coverage Areas
Previous Experience
25 years in product, marketing, channel/ecosystem management, and strategy in industries across Technology, Telco, Media, Professional Services, Online / Cloud Services, and B2B/B2C Retail industries. Prior roles span AI-driven decision automation, personalization platforms, application platforms/middleware, data operations, and revenue technology categories.
