Services

Advisory and delivery across the full data lifecycle—from how information is captured on a project to how it supports operations, forecasting, and portfolio decisions years later.

01Forecast · Simulate

Digital Twin & AI

Turning static facility records into living models that support monitoring, simulation, forecasting, and better operational decisions.

A digital twin is only as useful as the data behind it. We start from validated project and asset information, then connect it to a living model your operations team can actually query—and apply AI where it supports a real decision, not as a feature for its own sake.

Right fit when

You have reliable (or soon-to-be-reliable) asset data and want to move from reactive record-keeping to forward-looking operations and forecasting.

02Clean · Validate

Data Management & Analysis

Cleaning, structuring, validating, and analyzing project data so executives can focus on meaningful trends and risks.

Most project reporting fails at the source: inconsistent definitions, duplicate records, and numbers no one fully trusts. We build the disciplined data foundation first, then the analysis—so every dashboard and report is defensible.

Right fit when

Your teams spend more time reconciling spreadsheets than acting on them, or leadership questions the numbers in every review.

Mechanical construction drawings and coordination documents

03Map · Connect

Data Integration Planning

Mapping systems, handoffs, and workflows to define how data should be captured, structured, and shared.

Projects generate information in dozens of tools that were never designed to talk to each other. We map what exists, define what each handoff needs to carry, and design the integration plan before anyone buys or builds anything.

Right fit when

You’re starting a new project or program and want data to flow cleanly between design, construction, and operations from day one.

Isometric BIM model of a building and its foundations

04Handoff · Reuse

Open Standards / COBie

Supporting COBie training, implementation, management, and validation so owners receive reusable handoff data.

COBie done well means your operations team inherits structured, reusable asset data instead of boxes of PDFs. We support the full lifecycle—from writing the requirement into contracts to validating what’s delivered.

Right fit when

You’re specifying handoff requirements for a new project, or past handoffs left you with data your FM systems couldn’t use.

05Control · Exchange

Common Data Environments

Establishing controlled data structures, source mapping, version confidence, and secure exchanges across stakeholders.

A common data environment is a discipline, not just a platform. We define the structures, naming, permissions, and workflows that let every stakeholder trust they’re looking at the current, correct version.

Right fit when

Multiple firms contribute information to your program and version confusion, duplicate files, or access issues keep causing rework.

Secure data infrastructure supporting controlled information exchange

06Tailored · Advisory

Customizable Services

Tailoring advisory, analytics, standards, and implementation support to the owner’s systems, assets, and project goals.

No two owners have the same systems, contracts, or maturity. When your need doesn’t fit a standard scope, we assemble the right mix—a short assessment, a standards program, embedded analytics support, or something in between.

Right fit when

You know the problem—a decision, handoff, compliance requirement, or reporting gap—but need help defining the right scope to fix it.

Presenter wearing a VR headset reviewing architectural plans

AEC data intelligence

Not sure which service fits your situation?

Most engagements start with a short assessment of your current systems, data quality, and goals. Tell us what you’re trying to improve and we’ll recommend a practical starting point.

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