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.

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Workflow Active
The Integration Challenge

Why property data projects fail to launch.

Engineering teams understand pipelines, but lack the real estate domain knowledge to structure yield profiles and comparable logic.

We bridge the gap between property and engineering.

General-purpose AI hallucinates property analysis because it lacks local context and up-to-date market evidence.

We connect agents to robust evidence using MCP.

Data siloed in disconnected dashboards creates friction and doesn't fundamentally change how decisions are made.

We map external intelligence directly into your tools.

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.

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.
Capabilities

Advisory capabilities.

Workflow Architecture & Strategy
API Integration Mapping
MCP & Agent Tool Design
Prompt Engineering for Real Estate
Data Normalisation Consulting
Technical Implementation Support

Frequently Asked Questions

Begin your consultation.

Request a consultation to discuss your specific integration and workflow needs.