Gaussian splatting fills gaps in a scan with AI-generated geometry rather than flagging them, and the result can look complete even where it was never actually measured. For photoreal walkthroughs, that's fine. For anything compliance-facing, where a decision might rest on the model being accurate, it's a distinction worth understanding before you commission the capture.

Most digital twins are treated as a one-off deliverable: accurate on the day of capture, and someone else's problem after that. Here's why that approach breaks down from design through construction to operation, and what a proper maintenance plan looks like instead.

The Building Safety Act 2022 introduced the Digital Golden Thread — and most buildings are nowhere near compliant. In this post, we look at why traditional fire strategy documentation is falling short, and what a functioning Golden Thread actually looks like when it's built into a 3D operational layer.

Digital twins turn construction handoff from a messy document dump into a living, data-rich model that preserves as-built reality, commissioning proof, and asset intelligence so operations teams can cut downtime, reduce rework, and run buildings with confidence from day one.

Digital twins are moving from “nice 3D models” to operational intelligence platforms, delivering measurable ROI through fewer site visits, lower downtime, and better energy and compliance outcomes.

Why the real value isn't in the visualization, it's in the insights you extract from it

How leading facilities are achieving 25% efficiency gains and millions in savings with 3D visual technology.