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Real estate

See the portfolio. Act on the detail.

Connect development, asset operations and investment decisions through a clearer view of the evidence. Turn fragmented information into choices the business can act on.

See the work in motion
A residential facade with repeating balconies.
A residential facade with repeating balconies.Achyut / Unsplash ↗

The mayden perspective

From fragmented records to an investable decision.

A portfolio view is useful when a leader can trace a conclusion to the asset, agreement or assumption behind it. Start with a real decision—capital expenditure, operating performance or a development milestone—and build the information flow around that decision.

01

Direct capital across the portfolio

Compare investment needs with consistent assumptions and make missing evidence visible before an approval.

What matters

Investment comparability, evidence coverage and decision time

02

Connect development and operations

Carry obligations, asset information and unresolved issues through handover, so the next team can act on them.

What matters

Handover completeness, delay and repeat work

03

Improve the occupier experience

Link service requests and recurring issues to asset decisions, without treating a faster response as proof of a resolved problem.

What matters

Resolution quality, repeat requests and operating cost

The work, made visible

Explore a different way of working.

Move through the stages. See what intelligence prepares, where professional judgement enters and what happens when the evidence is incomplete.

Trace the capital decision to the asset evidence.

Portfolio team

Frame

Define the assets, investment question and common comparison period.

Working outputAn investment comparison brief

Standard scenario. Each action remains subject to its stated authority.

What to evaluate

Assess evidence coverage, decision turnaround and delivery against the authorised scope; do not treat a forecast as a realised return.

Illustrative engagement design. Not a client result, a live tool demonstration or a promise of performance.

The evidence behind the conversation

Read. Examine. Challenge.

Our research is open to examination. Start with the argument, follow the sources and bring the questions to your own organisation.

One idea to examine

Separate enduring commitments from choices that may need to change.

An exhibit from our research, with its assumptions and boundaries retained.

Original mayden framework

Make the strategic commitment explicit

Illustrative strategy design

  1. Customer outcome and remedy
    Keep replaceable where justified
    Model or orchestration choice
    Decision trigger
    New evidence changes quality or cost
  2. Authoritative evidence and permissions
    Keep replaceable where justified
    Supplier integration
    Decision trigger
    Rights or continuity change
  3. Domain judgement and evaluation
    Keep replaceable where justified
    Interface and delivery channel
    Decision trigger
    Customer behaviour changes
What this means

Flexibility is valuable when it preserves a meaningful choice at a reasonable cost.

Original mayden synthesis; portability has costs and is not always the best choice.

Sources: The Green Book (2026); AI Foundation Models: Technical update report

Examine the full exhibit and report ↗

AI Native Index™

Examine the operating evidence.

Examine the scope behind smart-building and portfolio announcements. A project-level claim is not evidence of a portfolio-wide operating capability.

PE-2026.10-v5 · 2026-10-11
Explore the sector evidence

How mayden works

Senior judgement. Dedicated intelligences.

One connected mandate, from the strategic question to delivery and learning. The tools support the work; responsibility stays with the people doing it.

Strategic intelligence

Mandate

A portfolio decision, common assumptions and investment boundaries.

Explore Mandate

Organisational intelligence

Atlas

An evidence map linking assets, agreements, obligations and owners.

Explore Atlas

Value intelligence

Balance

A comparison of competing investments and the value forgone.

Explore Balance

Design → Engineer → Navigate

Carry the decision into working change.

The engagement continues through operating-model design, engineering, evaluation and handover. Scope, responsibilities and acceptance criteria are agreed with your team.

Design, delivery and performance

Blueprint · Threshold · Horizon

Explore our approach

A senior conversation

Close to the decision. Involved in the work.

Start with the decision your organisation needs to make. Together, we define the mandate, the expertise required and who will be accountable for delivery.

Meet the firm
Senior leadership

Dr. Goetz Kuras

Senior leadership

Utena Treves

Leadership involvement and specialist requirements are defined for each engagement.

Your next move

Start with a real question.

Where should your organisation begin?

Explore your AI readinessA self-reflection tool, not an Index score or certification.

Have a business decision in mind?

Discuss your prioritiesYour sector is carried into the inquiry.