Outsourcing Division 8 Estimating vs Buying Software
Understanding when to outsource versus automate Division 8 estimating work.
Priya Mehrotra
Staff Writer, Document & Data Standards
Priya Mehrotra
Priya holds a graduate degree in information architecture and spent four years consulting on document-control workflows for institutional owners before joining the publication in 2019; she focuses on how specification authoring, multi-document reconciliation, and owner-driven hardware standards are reshaping procurement pipelines.
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Construction Estimating Software Pilot Design for Specialty Trades
A specialized pilot must test door-by-door reconciliation across schedules, plans, and specs.
Priya Mehrotra
AI Estimating Tools Tested Against Real Commercial Bids
AI tools excel at counting doors but still need humans to catch spec contradictions that cost jobs.
Priya Mehrotra
Construction Estimating Software Market Consolidation Trends
Larger platforms prioritize general contractors over specialized trades.
Priya Mehrotra