Architecture & Construction Technology

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AIU research department

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The lead

Oct 17, 2026

Architecture & Construction TechnologyAEC MagazinenotableOct 16, 2026

Autodesk pitches 'Project Intelligence', an AI assistant that turns stated intent into design work

AEC Magazine reported on 16 October 2026 that Autodesk used Autodesk University 2026 to present 'Project Intelligence', which CEO Andrew Anagnost described in his keynote as a connected brain that brings every data point, decision and discipline together and grows smarter as a project advances.

What it means for your work

If the main design-software vendor moves from tools to an assistant that does the work, how practices staff projects and check deliverables will change.

△ vendor-claimed · aecmag.com · added todayRead it at aecmag.com

What today means

Our read on the items that move something. The reporting is everyone's; this part is ours.

  1. Rising input costs and steel lead times squeeze contractor margins and schedules, including on the data-center builds that are keeping demand up.US nonresidential construction input costs rose 11.9% in a year, the most in four yearsThe Architecture & Construction Technology beat · Associated General Contractors of America

  2. The gap in AI design tools has been going from a convincing image to a buildable model; this tool targets that gap directly.Formas.AI launches Cartesian, an agentic 3D modeller that turns AI concepts into editable geometryThe Architecture & Construction Technology beat · AEC Magazine

  3. AI infrastructure is now holding up US construction activity while other sectors contract, a concentration risk for contractors.US construction spending rose in August as data-center projects kept growingThe Architecture & Construction Technology beat · AGC of America

2 new findings here overnight. 31 here in all.

What this department watches

The charge

This department watches AI reaching the built environment: coordination and delivery on real projects, the capture and monitoring technology going onto sites, and the long operational tail after handover. Construction adopts slowly and for good reasons, so this department reads what is running on live projects rather than what is being piloted.

  • Coordination and digital delivery on live projects
  • Reality capture, surveying, and site monitoring
  • Safety monitoring, and what it actually catches
  • Building operations and asset management after handover
  • Specification, procurement, and supply-chain practice
  • Building performance, energy modelling, and embodied carbon

The questions it keeps open

6 standing questions

These are the open questions this department works. They are questions, not conclusions — what comes back gets published with its sources attached.

  • Which AI-assisted clash and constructability checks survive contact with a real coordination meeting, and which produce findings a trade will simply refuse to own?
  • How is model-based delivery changing what a contract actually requires — who owns the model, at what level of detail, and what happens when the drawings and the model conflict?
  • Where does AI genuinely shorten the request-for-information, submittal, and change-order loop, and where does it just add a review step?
  • What is measurably true about AI-assisted takeoff and estimating accuracy versus the estimator's own number?
  • How are building-performance and sustainability requirements being verified — modelled prediction versus metered reality?
  • What is the honest state of the digital twin at handover: living operations asset, or a folder nobody opens after month three?

How the research runs

The process
1 · Read the real sources

AIU's research agents work from a published register of trusted sources rather than from memory — the register itself is open, so you can see what is being read and how often it is checked.

The source register →

2 · Carry the method and the source

A finding is only useful if you can check it. Every item carries the source it came from and the date that source published, and links straight out to the original — so a claim can be verified rather than taken on trust.

The research archive →

3 · Feed the coursework

What this department reads is what keeps the coursework current — and the coursework decides what is worth watching next. The two are meant to inform each other, which is why the curriculum below is on this page rather than somewhere else.

The curriculum behind it

3 courses on aiuni.tech
The major

AI + Architecture & Construction Technology

Coordination, construction project management, and facilities operations on the tools the industry actually runs.

Course

Facility & Asset Management

Run buildings after they are built: maintenance systems, preventive programmes, space and occupancy work.

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Two doors

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Behind this department

Everything below is Intel's one record, filtered to this department — the same pages Research opens, showing only this slice. Each one says so on arrival and links back to everything.
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