Articles and insights

Implementing HACT’s UK Housing Data Standards

Implementing HACT’s UK Housing Data Standards, Part 1: You Cannot Standardise What You Cannot Describe

Why social housing organisations need to understand their existing data, definitions, ownership, and business meaning before implementing HACT’s UK Housing Data Standards.

Implementing HACT’s UK Housing Data Standards

Implementing HACT’s UK Housing Data Standards, Part 2: What Should a Housing Data Dictionary Actually Contain?

What a useful social housing data dictionary should contain, including business definitions, technical metadata, lineage, governance, quality rules, code lists, and alignment with HACT’s UK Housing Data Standards.

AI in Housing: From Documents to Defensible Data

How social housing organisations can combine deterministic rules, language models, validation, evidence, and human review to turn narrative documents into structured, defensible data.