Bid and funding support
Build an evidence base around local need, deprivation, population characteristics, housing pressure, and social context to support bids, proposals, and funding narratives.

Halls of Data

Custom Area Intelligence
Custom reports and data outputs that help housing organisations understand places, compare areas, and target activity using relevant evidence on need, risk, and opportunity.
Each piece of work starts with a question, an audience, and a location. The analysis is then built around evidence that can be explained clearly, evidenced properly, and defended confidently in reporting and decision-making contexts.
Use Cases
This is not a fixed dashboard or generic local profile. Each output is scoped around a specific question, area, and decision context.
Build an evidence base around local need, deprivation, population characteristics, housing pressure, and social context to support bids, proposals, and funding narratives.
Compare potential areas using consistent indicators to identify where need, opportunity, risk, or strategic fit may be strongest.
Create a clearer view of a local authority, region, or operating footprint using indicators across population, housing, economy, deprivation, health, and provider presence.
Turn complex public datasets into concise reporting outputs that support strategic conversations without overwhelming decision-makers.
Themes
Area intelligence can draw from a wide range of location-based themes relevant to housing organisations, with the final indicators selected based on the initial question.
Deprivation, low income, claimant stress, child poverty, overcrowding, and vulnerability signals.
House prices, affordability, rents, housing supply, affordable delivery, and market change.
EPC performance, fuel poverty, energy use, and indicators that help frame retrofit-related need.
Public health profiles, wellbeing indicators, crime patterns, and neighbourhood safety signals.
Travel time to services, transport access, digital infrastructure, greenspace, and local amenities.
Claimant count, jobs, business structure, local labour market context, and economic change.
Data and Outputs
The right evidence base depends on the question. Analysis can work across all UK based areas, including custom area definitions, with clear notes on sources and limitations.
Method
Area analysis depends on consistent geography, careful dataset selection and honest interpretation. Each report includes clear notes on sources, limitations, and comparability.
Areas are selected based on the granularity of the question and available data, with clear notes on any geography-related limitations or caveats.
Areas can be compared against neighbouring, regional, national, and custom peer sets. Clear notes are provided on the comparison set and rules for inclusion in it.
Where indicators are modelled, survey-based, experimental, periodic, or not directly comparable over time, this is made explicit.
Area intelligence work is scoped around a small number of questions. The output focuses on the indicators that help answer those questions, with clear definitions, caveats, and comparison points.
Delivery
Clarify the decision, audience, geography, and intended use of the work.
Identify the relevant public and internal datasets, then assess their geography, update cycle, reliability and limitations.
Create the report structure, supporting indicators, maps, comparisons, caveats, and data outputs.
Provide a concise report, supporting data, and follow-up explanation where needed.
Discuss a Custom Report
I can help clarify the question, identify the relevant datasets, and assess whether a useful area intelligence output can be produced from public, internal, or combined data.