top of page

All Posts


High Street to Housing: hard-won lessons in AI transformation
This article distils insights from a senior digital transformation leader with deep experience driving AI adoption at scale within a major UK consumer organisation. Their journey, spanning six years from early exploration to sophisticated AI deployment, offers a candid, warts-and-all account of what it really takes, and what it costs when things go wrong. The lessons below are presented for housing providers embarking on, or accelerating, their own AI journeys. The operationa
Chris Watterson
Jul 107 min read


White paper: The Size Penalty
Why larger housing associations satisfy fewer tenants, and why it is a design choice rather than an inevitability. Rannoch’s TSM Insights Report described a clear and consistent pattern in the 2025 Tenant Satisfaction Measures data: larger housing associations deliver systematically lower tenant satisfaction than smaller ones. We described this as the TSM 'size penalty'. This companion paper asks the question that naturally follows: if scale carries a satisfaction penalty, is
Phil McCavish
Jun 231 min read


TSM takeaway 5: benchmark with purpose and relevance
Our Insights Report on the the latest Tenant Satisfaction Measures (TSM) data published by the Regulator of Social Housing (RSH) to identified five recommendations to focus improvement activities. Download the one page summary: Recommendation 5 — benchmark with purpose and relevance The challenge TSM creates an unprecedented benchmarking opportunity, but comparisons with the sector median or governance ratings obscure what is genuinely achievable — and can point improvement a
Phil McCavish
May 192 min read


TSM takeaway 4: locally focused operating models
Our Insights Report on the the latest Tenant Satisfaction Measures (TSM) data published by the Regulator of Social Housing (RSH) to identified five recommendations to focus improvement activities. Download the one page summary: Recommendation 4 — locally focused operating models The challenge Larger housing associations deliver consistently worse tenant outcomes, and London is penalised further still. Current operating models often fail to capture the benefits of scale withou
Phil McCavish
May 192 min read


TSM takeaway 3: transform complaints handling
Our Insights Report on the the latest Tenant Satisfaction Measures (TSM) data published by the Regulator of Social Housing (RSH) to identified five recommendations to focus improvement activities. Download the one page summary: Recommendation 3 — transform complaints handling The challenge Complaints handling is the sector's weakest TSM measure yet one of the most influential on overall satisfaction. Most organisations still design the process around regulatory compliance — l
Phil McCavish
May 192 min read


TSM takeaway 2: focus on repairs effectiveness
Our Insights Report on the the latest Tenant Satisfaction Measures (TSM) data published by the Regulator of Social Housing (RSH) to identified five recommendations to focus improvement activities. Download the one page summary: Recommendation 2 — focus on repairs effectiveness The challenge Hitting repairs timescales does not guarantee tenant satisfaction. Most operating models and supplier contracts are built around speed, but what happens during and after the repair matters
Phil McCavish
May 192 min read


TSM takeaway 1: prioritise tenant voice mechanisms
Our Insights Report on the the latest Tenant Satisfaction Measures (TSM) data published by the Regulator of Social Housing (RSH) to identified five recommendations to focus improvement activities. Download the one page summary: Recommendation 1 — prioritise tenant voice mechanisms The challenge Tenant voice has the second-strongest correlation with overall satisfaction, yet many organisations still measure it only through formal mechanisms — panels and scrutiny committees — t
Phil McCavish
May 192 min read


Insights Report: Tenant Satisfaction Measures data - analysis and recommendations
We have analysed the latest Tenant Satisfaction Measures (TSM) data published by the Regulator of Social Housing (RSH) to identify key findings which can be used to focus improvement activities. The TSM framework, now in its second year, provides the housing association sector with standardised benchmarks across tenant perception, building safety, repairs performance, and complaint handling. Our summary headlines: Home condition, tenant voice, and repairs satisfaction are the
Phil McCavish
May 62 min read


AI for IT Directors: a minimum-viable guide
Everyone is talking about AI; from your board, to your suppliers, to your team. There is a perceived urgency: “Why are you not ‘doing AI’ yet?” Reality: colleagues already use AI assistants for personal productivity, but sector-wide operational adoption is still early. You don’t need to be first - you do need to be safe, ready, and focused on measurable value for customers and homes. It's important to remember AI is not one thing and this article considers 1) general-purpose
Chris Watterson
Oct 27, 20255 min read


Maximising AI's Transformative Potential Through an Effective Operating Model
Five recommendations from our experience implementing technology and AI in the housing sector.
Phil McCavish
Aug 28, 20254 min read
bottom of page