Consultancy
Property intelligence, integrated.
A quiet, senior partner for UK real estate businesses. We help your technical and commercial teams turn APIs, MCP, and property data into practical, functioning business workflows, without the hype.
The Integration Challenge
Why property data projects fail to launch.
TodayWith Consultancy
- 01Today
Engineering teams understand pipelines, but lack the real estate domain knowledge to structure yield profiles and comparable logic.
With ConsultancyWe bridge the gap between property and engineering.
- 02Today
General-purpose AI hallucinates property analysis because it lacks local context and up-to-date market evidence.
With ConsultancyWe connect agents to robust evidence using MCP.
- 03Today
Data siloed in disconnected dashboards creates friction and doesn't fundamentally change how decisions are made.
With ConsultancyWe map external intelligence directly into your tools.
Trusted by leading organisations
How an engagement works.
01
Discovery
We review your commercial objectives, current systems, and the specific decisions your team needs to accelerate.
02
Blueprint
We deliver a detailed technical and operational architecture mapping REalyse data directly to your workflows.
03
Implementation
We guide your engineering team or agency through the build, providing API support and property domain expertise.
04
Refinement
We review the integrated workflows, refining data queries, agent prompts, and UI integration before final handoff.
Capabilities
Advisory capabilities.
API Integration Mapping
MCP & Agent Tool Design
Prompt Engineering for Real Estate
Data Normalisation Consulting
Technical Implementation Support
Who We Advise
The teams we work with.
- 01Enterprise investment funds building proprietary models.
- 02Lenders automating their initial screening workflows.
- 03Developers integrating market signals into site appraisal tools.
- 04Proptech teams embedding our API into client-facing platforms.
Platform Routing
Products that power the workflows.
- Integrate
API
Deliver clean, normalised property market data directly into your applications and models.
Explore API - Automate
AI & MCP
Connect your AI assistants to residential market evidence using the Model Context Protocol.
Explore AI & MCP - Research
Core
The definitive interactive research workspace for your analysts and investment teams.
Explore Core
Frequently Asked Questions
Enterprise investment, lending, and development teams who want to build automated workflows or custom tools using REalyse data, but need senior domain expertise to architect the integration.
No. We provide architecture, data mapping, and technical guidance. Your internal engineering team or external development agency handles the software build and maintenance.
No. Our API and MCP capabilities are fully documented and available for your developers to use self-serve. Advisory is a supplementary service for teams who want strategic help designing complex workflows around the data.
Engagements are scoped following an initial consultation around your objectives, existing systems, and required deliverables. We explain the recommended approach and commercial terms before any work begins.
