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Guides for engineering firms

Straight answers for engineering firms on AI search: what Copilot, Deltek Dela and Glean do well, where they stop on a project archive, and what it costs.

AI Document Search Yermek Ibray AI Document Search Yermek Ibray

AI Document Search for Civil Engineering Firms (2026)

At a 200-person civil engineering firm, senior staff have quietly stopped searching the firm's archive. Finding the right prior project takes longer than redoing the work from scratch. This guide covers what specialty engineering firms can use instead of Glean and Microsoft Copilot, what it actually costs, and two archive patterns we see at civil and mining firms we have scoped.

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Earlier posts (2025): AI for small businesses

Stop Drowning in Busywork: The 3 AI Tools Every SMB Needs in 2025

Stop drowning in busywork. Discover the 3 AI tools helping small and medium businesses work smarter—not harder—in 2025. From 24/7 sales bots to zero-touch invoice processing, this guide breaks it all down.

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When Kiss-Cams Predict AI Disasters: The Hidden Line From Boundary Violations to Catastrophic System Failures

A viral kiss-cam moment at a major concert sparked more than gossip—it exposed the hidden fault lines in a company’s leadership culture. In this piece, I show how public lapses in judgment often signal deeper engineering and governance risks in AI-driven organizations.

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