AI Tool Consolidation vs. Best-of-Breed Stack Decisions in Operations
Process design matters more than vendor count when choosing AI tools for operations.
Cecelia Nowak-Brandt
Staff Writer, Construction & Retail Operations
Cecelia covered commercial real estate and general contracting trades for regional business journals before moving into ops-focused tech reporting in 2019. She tracks how AI-driven scheduling, materials forecasting, and workforce tools are being adopted—or resisted—on job sites and retail distribution floors.
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Process design matters more than vendor count when choosing AI tools for operations.