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SCSI Knowledge Hub

Field Intelligence & Strategic Briefings

Bridging 28+ years of job-site reality with modern technological firepower. Practical insights on construction AI infrastructure, capital project controls, and public procurement.

Issue 2 • AI & Automation 5 min read

Managing the Real Cost of AI in Construction

What running AI on active construction projects actually costs, why it is reinvested capacity rather than a new expense, and how elastic AI capacity transforms staffing.

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Special Release • Practical AI 4 min read

Evidence-Backed AI Workflow Example

A real-world breakdown of our multi-specialist, human-in-the-loop AI construction management workflow coordinating schedules, RFIs, and cost tracking on an active Bay Area institutional build.

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Issue 1 • AI & Automation 5 min read

AI and Agentic Workflows in Construction: Where the Real Time Savings Are

Why cutting RFI drafting time from 3 hours to 3 minutes misses the bigger picture, and why upfront pre-construction conflict detection is where the real value lies.

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AI & Automation 6 min read

Practical AI for Small & Mid-Sized General Contractors: Automating Submittal & RFI Workflows

How growing construction firms can implement practical document intelligence to catch specification conflicts early, accelerate submittal logs, and protect project margins without expensive enterprise software.

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Government & JOC 7 min read

Navigating Job Order Contracts (JOC): Estimating Accuracy & Public Agency Rigor

Field-tested strategies for mastering Unit Price Books (UPB), coefficient formulation, scope validation, and task order audit defenses on municipal, state, and federal public works.

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Project Controls 8 min read

Institutional Project Controls on $5M to $20M Capital Improvements: Lessons from the Field

Bridging 28+ years of field execution into disciplined controls: critical path scheduling, earned value variance tracking, and change order management for commercial and public builders.

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