Know what’s actually ready.

Weld checks every rack against live power, cooling and network telemetry, then tells you what’s blocked and how to clear it.

Readiness checkRACK-42 · Hall 2
Verdict

Not commissioning ready

19 hrs

72 GPUs at risk

Cooling

Secondary loop, BMS

6.2°C off spec

Schedule

Marked installed in P6

Complete

Physical

Receiving scan, 04:12

Present

Power

Both feeds energized

A + B live

Network

Link check, all ports

18 / 18
Checked against P6, BMS, DCIM
Rack 4219 hrs
Secondary cooling loop · 3 dependencies
Blocker detected
BMS, 06:14
Blast radius mapped
72 GPUs, 3 crews
Recovery proposed
2 options, ranked
Approved by PM
19 hours protected

How Weld works

From one changed signal to hours you keep.

Read-only extraction into the Weld layer Source systems in a subdivided band; read-only risers extract upward into the Weld layer above them. Same 97.5px lattice and hairline vocabulary as the hero schematic, so the two read as one drawing system. Groups prefixed flow- carry signal and may animate; structure- is static. Monochrome by design: the page's single accent is the hero's gate. Autodesk EcoStruxure Grafana NVIDIA DCGM

Connect the systems that already know

One scoped, read-only link to your project controls, facility, and cluster telemetry. Weld becomes the layer above them, not another system of record to maintain.

Connected systems4 connected
AutodeskControlsread-only
EcoStruxurePowerread-only
GrafanaTelemetryread-only
NVIDIA DCGMClusterread-only
Readiness gates3 defined
Power A + B livemeasured
Cooling within specmeasured
Access clearedmeasured

Every rack clears its gates first

Power, cooling, network, access. Weld checks each one against measured state instead of a ticked box, so a rack is only ready when the building agrees.

Recovered hoursAugust 2026

Deployment

Ashburn 04, Hall 2

Cooling loop off spec

Caught before the crane call

19 hrs

Freight ETA slipped

Rigging resequenced to Zone C

11 hrs

Permit not cleared

Flagged at Hall 2 handoff

6 hrs
Total recovered36 hrs
Every line traced to a sourceAug 23

Recovered hours you can audit

Every catch is a line item: what changed, what it would have blocked, the hours it saved, and the system that proved it. Finance can read it without a translator.

Reads the systems your deployment already runsStanford UniversityBuilt at Stanford

Where time leaks out

The schedule says installed. The floor says otherwise.

Five handoffs, five places the plan and the building quietly drift apart.

Why crews trust it

Read only until you say otherwise.

Weld starts by watching. It earns the shared operating picture before it is allowed to move anything.

01Ingest

Every event is captured with its source, its timestamp, and how much confidence it carries.

02Reconcile

Entities and dependencies are mapped into one deployment graph, so a rack knows what it is waiting on.

03Reason

Readiness and impact are deterministic checks. The model interprets and explains them, it never decides them.

04Propose

You get the blocker, the blast radius, and ranked recovery options, each with its evidence attached.

05Approve

Anything costly, safety critical, or irreversible waits for a person. Weld does not book the crane.

Find the blocker before the crane does.

Start read only on one deployment.