5–7×
Construction productivity, slower than the rest of the economy

The AI operating system for the physical world.



“The construction industry faces long-standing challenges around productivity, quality and workforce shortages.”
(c) GIRI UK, industry coalition backed by Balfour Beatty, Skanska, HS2, National Highways & the Institution of Civil Engineers (ICE)
5–7×
Construction productivity, slower than the rest of the economy
41%
of construction workers retire by 2031
£10–25B
wasted every year fixing errors
$0–0B
a year, the value AI can unlock across real estate, construction & development.
0.0%
of the industry uses AI in more than one process, from a global survey of 2,200+ construction professionals.
Raw field input
Voice, photo and video — hands-free
The site, structured
Every capture lands on a live model
Agents take over
Patterns flagged, tasks routed, reports drafted
Real-time control
The whole operation, live
Less rework
Defects caught while cheap to fix
Costs under control
Fewer overruns, less overspend
A workforce levelled up
Junior work, senior-level quality
Raw voice, photo and video in — structured control out
<1 second voice latency
The pace of live conversation.Operator and AI talk in real time, no waiting.
5 Mbit/s per operator
A lightweight channel.Fits any field connectivity, no on-site infrastructure.
SXGA (1280×1024) image quality
Right at the perception ceiling of every modern vision model —no wasted pixels, no lost detail.
Fresh frame + snapshot on demand
The model reads the latest live frame,pulls more only when it asks. Cheap on tokens.
Efficient delivery of data to an extraordinarily smart brain.
Drag specs and drawings in. Mimir generates your workspace: units, inspections, and roles, ready to confirm.

Field captures stream into the unit card, condition map, and report. No refresh, no lag.

Managers ask in plain language. Mimir reads the site, surfaces evidence, and proposes action.

Codes, specs, plans, whatever the industry runs on, become a structured operation. The device captures it in the field: voice, photo, video. Move to a new industry, only the documents change. The machine doesn't.

CONSTRUCTION
Finish / Structure / MEP
Developer QC +handover liability

ENERGY & UTILITIES
Substations / Lines / Equipment
Regulatory inspection +outage cost

FIRE & LIFE SAFETY
Alarms / Extinguishers / Exits
Inspections mandated by law,audited recurring

AVIATION MRO
Airframe / Engines / Systems
Airworthiness audit +maintenance traceability
Wherever someone walks a site with a checklist today, this is built for them
“Physical AI is the next frontier of the AI revolution. In this new era, compute is data.”
NVIDIA Physical AI Data Factory announcement (March 2026)

NVIDIA trained GR00T-N1 on 3 million hours of human POV, 60 times more than the robot teleoperation data they could collect themselves.
1,000 of our operators generate 1.3 million of those hours every year.
Tesla pays $25–$48 per hour to record POV video. We get it as a byproduct of paid inspection work.
Hardware +
agentic AI
Industrial
sites
Physical AI
learning