Stuart Wilson
AI Reporting & Workflow Architecture | Redesigning Mid-Market Operational Systems with Applied AI
- Role
- Director - Ai & Automation Practice at Evolution Networks
- Location
- Cincinnati, OH, US
- LinkedIn followers
- 500 followers
About Stuart Wilson
I design reporting and operational workflow systems that eliminate friction and increase throughput without scaling headcount.Most mid-market organizations don’t lack data.They lack structured reporting architecture.Manual reporting cycles, redundant review layers, and fragmented analytics workflows quietly constrain executive visibility and team capacity.I work with operations, finance, and growth leaders to:• Map reporting and analytics workflows end-to-end• Identify manual bottlenecks and hidden friction• Redesign workflow architecture• Embed automation and applied AI• Deliver executive-ready insight within structured implementation windowsPreviously, I led enterprise data science product development across 200+ programs, built predictive systems serving 10MM+ customers, and increased analytics throughput by 300% through systems redesign.Today, I focus on AI-driven reporting and workflow architecture for mid-market teams ready to modernize how insight flows through their business.If reporting cycles or workflow bottlenecks are slowing your organization, I’m happy to connect.
Experience
Director - Ai & Automation Practice
Nov 2024 — Present · Cincinnati, OH, US
Lead AI process acceleration consulting practice. Deliver 6-week automation sprints for mid-market clients, typically achieving 30-60% efficiency gains. Manage strategic engagements while building Evolution\'s AI consulting capabilities.
Education
University of Cincinnati
BS, Architecture
2011
Massachusetts Institute of Technology
BS curriculum, Computer Science
University of Cincinnati Carl H. Lindner College of Business
Master of Arts (M.A.), Applied Economics
2013
University of Cincinnati Carl H. Lindner College of Business
BA, Economics
2011
University of Cincinnati Carl H. Lindner College of Business
Master of Business Administration (MBA)
2013
Skills
- Leadership
- Python
- Algorithm Design
- Loyalty Analytics
- Big Data
- Powerpoint
- Microsoft Excel
- Strategic Leadership
- Programming
- Research
- Machine Learning
- Data Visualization
- Technical Leadership
- Project Management
- Tableau
- Statistical Modeling
- Time Series Analysis
- Research Design
- Adobe Creative Suite
- Analytics
- Management
- Strategy
- Marketing
- Stata
- Hadoop
- Operations Management
- Digital Marketing
- Data Analysis
- Econometrics
- Hive
- Customer Relationship Management (Crm)
- Access
- Natural Language Processing
- Quantitative Analytics
- Predictive Modeling
- Big Data Analytics
- Statistics
- Data Mining
- Quantitative Research
- Cloud Computing
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