Structural health monitoring
Know the condition of every structure you own or insure.
StructureIQ puts wireless sensors and AI on buildings, bridges, industrial and energy assets, and stadiums. Sentinel AI turns how each structure moves into one score, the Structural Condition Index (SCI), updated continuously.

Proven on live, operating assets
Four asset classes, four perils, four countries.
Commercial building · seismic · Mexico
Long-span bridge · wind and traffic · South Korea
Cable-supported structure · cable tension · UAE
Rail bridges · impact · USA
Who we work with
Pick the path that fits you.
Insurers
Building-level condition data for underwriting, risk engineering and claims. Know what condition a risk is in, not only how it was built.
Asset owners and operators
Continuous monitoring for refineries, platforms, pipelines, bridges, buildings and venues. See structural change before an inspection would.
Partners
Engineering firms, integrators and distributors who bring StructureIQ to the asset owners and insurers they already serve.
How it works
Sensors on the structure, AI in the cloud, one score on the dashboard.
1
Xnode sensors
Wireless sensors attach to the structure. No coring, no conduit, no shutdown.
2
Secure gateway
Data moves from the site to the cloud over a secure link.
3
Sentinel AI
Separates routine loading from real structural change and updates the SCI.
4
Dashboard and API
The SCI, alerts and event reports reach engineers, owners and underwriters.
One Xnode solution reads the structure’s response, directly for seismic, wind, impact and aging, and the structural after-effects of flood and fire. Only the alerting envelope changes.
Applications
The same sensors and platform across five asset classes.
Industrial and energy
Refineries, offshore platforms, pipelines, LNG
Commercial buildings
Offices, retail, mixed use and high-rise
Bridges and rail
Highway, rail, pedestrian and long-span
Stadiums and venues
Domed stadiums, arenas and large spans
Housing blocks
Aging residential and social housing
Plus construction-phase monitoring across buildings, bridges and venues.
Built on University of Illinois research
Sentinel AI and the Xnode sensor come out of wireless structural health monitoring research at the University of Illinois Urbana-Champaign. StructureIQ holds 3 issued US patents and an exclusive University of Illinois license.
Customers and partners
IKANO, a franchise of IKEA · Zurich Insurance Group · TESolution · University of Illinois · The University of Kansas · Nanyang Technological University
See the SCI on a live dashboard.
A 1-hour remote walkthrough, using data from publicly available sources.
