AI adoption in affordable housing is slow — and there’s a real reason why. A practitioner’s take on the barriers, where the tipping point will come from, and where AI will actually deliver value in housing development and government.
Technology
The question entering 2026 is no longer whether housing organizations should use AI. It has shifted to something harder and more operational: where does AI sit inside our workflows, our teams, and our institutional infrastructure? Here are the ten trends most likely to define that answer for housing agencies and affordable housing developers this year.
After a year of deep, hands-on integration — across workflows, tools, and real project decisions — here is what 2025 actually taught me about AI in housing, and why 2026 is the year the gap between those who got serious and those who didn’t starts showing up in real outcomes.