Updates from the lab

LiveXYZ’s Spatial AI Digital Twin Navigator is out—something we’ve nursed through a bunch of Sim/Nexus iterations. Day-one goal was boring on purpose: can your VP understand what they’re looking at before we show off reflections on metal?

Pilots said “oh, that’s the valve” faster than on older builds, and customer-success scores beat anything they’d shipped in this line before. Still chewing on orchestration when two agents disagree—write-up coming when it’s not hand-wavy.

Sensor streams, signed handoffs, and TMS integration now produce exportable bundles QA can hand auditors. Web3 showed up only where attestation mattered; the rest is boring, reliable integration.

Sense engineers spent serious time on clock skew and gateway failover—details that never make hero slides but decide whether logistics trusts the number.

We released a trimmed version of our internal starter: lint, test, build, container publish, and env sample. Opinionated on purpose—boring beats bespoke for handoff.

License is permissive; issues welcome from teams adopting the same path.

Crews pulled the same locked work package as the control room after sync; conflict resolution was explicit in Nexus. Incidents of “wrong drawing” dropped measurably in the pilot region.

We’re exploring lighter headset profiles for summer heat deployments—hardware lab notes to follow.