How data-driven, explainable AI is enabling housing providers to move from broad assumptions to targeted, evidence-based retrofit strategies.      

Artificial intelligence (AI) is moving into mainstream use across the housing sector. Some providers are actively experimenting with new tools, while others remain cautious about cost, capability and risk. Alongside this, there’s growing recognition that AI can support more effective service delivery, particularly where large volumes of data already exist but remain underused. Retrofit planning is one such area, where the challenge is no longer data availability but how to translate it into clear, defensible decisions.

Read the full article from HQM here.