AI in Construction: How Automation is Solving the $100B Estimation Problem

In 2026, AI is no longer a futuristic concept but a frontline tool in construction, where manual estimation errors cost companies millions. Remy Dion, co-founder of Explore AI, reveals how his company’s niche platform, estim.ai, is solving a $100 billion industry problem by automating the tedious, high-stakes task of reading engineering drawings and generating precise cost estimates. Unlike generic AI tools, estim.ai is built specifically for Quebec’s construction sector, reducing human error, scaling efficiency, and enabling small firms to compete with larger players. Dion argues that the real power of AI lies not in broad, conversational models, but in specialized tools that integrate with existing workflows—what he calls 'raisin bread' software, where AI is the raisin, not the whole loaf. He warns that the biggest barrier to adoption isn’t technology, but disconnected data systems, and urges SMEs to start by connecting their tools before chasing flashy AI. The future, he predicts, belongs not to generalists, but to niche entrepreneurs who build tools for their own pain points—using generative AI to prototype fast, validate locally, and scale meaningfully.