for organisations

AI Capability, Built for Your Business

Generic AI training doesn't translate. We work with organisations to develop AI capability that's specific to your teams, your data, and your strategic priorities—delivered by a team that combines deep technical expertise with real-world industry experience in the built environment.

In-House Training

Programmes designed around how your teams actually work—not a one-size-fits-all curriculum.
We tailor content by function: what an asset management team needs from AI is different from legal, research, or leadership. Sessions can range from a focused two-hour workshop to multi-day intensives or ongoing development programmes spread across weeks and months.

Contents of the training is entirely customisable, however, we usually cover topics such as:

AI Fundamentals

How models work, what they can and can't do, and the risks and limitations your teams need to understand before deployment.

Market Research

Using generative AI for market analysis, competitor intelligence, and extracting insights from unstructured sources.

GIS & Mapping

Location analysis and spatial data visualisation for site selection, catchment analysis, and portfolio mapping.

Prompting

Communicating effectively with AI models to get reliable, consistent, high-quality outputs.

Risk & Governance

Bias, transparency, ethical considerations, and frameworks for responsible AI use in your organisation.

Modelling

AI-assisted financial analysis including sensitivity testing and Monte Carlo simulation.

Presentations & Reporting

Integrating AI-generated analysis and visuals into professional deliverables.

Document Processing

Extracting and structuring information from leases, reports, and other unstructured documents.
All sessions are practical—participants leave with tools and techniques they can apply immediately.

R&D

Custom AI solutions built for your specific use cases—not off-the-shelf products adapted to fit.

We work with you to identify where AI can create genuine operational or strategic advantage, then design, build, and implement tools tailored to your workflows and data, e.g.: 

  • Automated valuation models for investment decision-making
  • Document processing and reporting automation
  • Data augmentation—extracting building characteristics from images at scale
  • Market segmentation and analysis tools
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Advisory

From "where do we start?" to "how do we scale?" — we help organisations navigate AI strategy and implementation.

This might mean working hands-on with your data to identify opportunities, developing an AI roadmap aligned to your business priorities, or advising on governance and risk. Every engagement is shaped by what you need.

Research-led, not vendor-driven.

We test and build AI tools ourselves—our recommendations come from direct experience, not sales materials.

Industry + academic depth.

25+ years of senior industry experience combined with research and teaching credentials from Cambridge, MIT, LSE, Harvard, UCL, and St. Gallen.

Built environment specialists.

We're not generalists learning your sector on your time. Real estate and finance are what we do.

Fully bespoke.

No off-the-shelf workshops. Every engagement is scoped and designed around your organisation.
Don't hesitate

Every engagement starts with a conversation. 

Tell us what you're working on.
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