Industry intelligence

Real Estate & Construction

Connect project, asset, cost, contractor, leasing, and facility data from development through operations.

Illustrative photograph for Real Estate & Construction

Connected industry view

From fragmented operational signals to timely, governed decisions.

Trusted data
Decisions in context

A practical starting scope

Which project changes affect the approved cost and completion plan?

A proposed approach to discuss with your team. It is not a claim about a completed client project.

Data to bring
Approved budgets, commitments, invoices, progress updates, change requests, and schedule versions.
First deliverable
A project controls register that retains the baseline and shows approved changes separately from pending requests.
Acceptance checks
Check revisions, cancelled commitments, duplicate invoices, and inconsistent progress dates with project controls.
Measures to track
Pending change age, forecast movement, unreconciled costs, and missing progress updates.
Read the related implementation guide

Published external case studies

What organizations have put into practice

These are Microsoft-published customer stories, not GGMS projects or client endorsements. Summaries describe the publisher’s account; the lessons are our interpretation. Follow the source for its full context.

NHS Property Services

Connecting cleaning audits to operational reporting

Microsoft's customer story describes a Power Platform cleaning-audit application that schedules audits and sends submitted results into Power BI dashboards and reports.

Our reading: capturing a structured event at the point of work can be as important as the report built on top of it.

Read the Microsoft story about NHS Property Services

Business pressure points

Questions to resolve before delivery.

We begin with the business decisions that matter, then connect the data, controls, analytics, and workflows required to support them.

Project data split across contractors and systems

Cost, schedule, and risk surprises

Limited portfolio and occupancy visibility

Reactive asset and facility maintenance

What we enable

An intelligence layer built around your industry.

Project controls

Bring schedule, cost, procurement, progress, change, and risk data into traceable executive views.

Portfolio intelligence

Measure occupancy, leasing, revenue, valuation, service, and asset performance consistently.

Smart asset analytics

Connect maintenance, energy, sensors, and work orders to improve building operations.

ConnectSystems & signals
UnderstandAnalytics & AI
ActPeople & workflows

Potential project areas

Where data can change the decision.

Priorities are selected around business value, data readiness, adoption, risk, and the ability to integrate insight into real work.

Project cost and schedule analytics

Contractor and procurement performance

Portfolio and occupancy dashboards

Facility and energy monitoring

Predictive asset maintenance

Lease and revenue analytics

Delivery approach

Designed for adoption from the start.

Understand the operation

Align on decisions, processes, measures, controls, and the people who will use the solution.

Connect and govern the data

Map source systems, create trusted models, and build quality, lineage, security, and ownership into the foundation.

Activate analytics and AI

Deliver practical dashboards, forecasts, models, alerts, and workflows around priority use cases.

Embed and improve

Integrate with daily work, enable teams, monitor adoption and performance, and improve the solution over time.

Technology landscape

Use the right platform for the operating environment.

We integrate with the platforms already carrying your processes and data, then add what is needed for scale, governance, analytics, and AI.

AzureAWSSAPSQLPower BIIoTGISBIM Data

Security and responsible AI

Control is part of the architecture.

Role-based access, data minimization, lineage, quality controls, auditability, model monitoring, and human review are designed according to the sensitivity and risk of each use case.

Outcomes to work toward

Agree a baseline before setting targets.

These are project objectives, not measured client results. Agree the baseline, reporting window, and attribution method before evaluating improvement.

Clearer project control
Improved asset performance
Better portfolio visibility
Earlier delivery risk signals

Real Estate

Turn your industry data into an operating advantage.

Tell us where decisions are slow, visibility is incomplete, or manual work is holding teams back. We will help shape a practical starting point.

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