Your AI factory
In 3U.
01
Scroll to take it apart.
Schematic view of the modules · not to exact scale
Empty shelves and losses go unnoticed.
Vision AI on existing store cameras.
Fewer stockouts and less loss; video stays in the store.
“In retail, vision AI spots empty shelves and losses, as they happen.”
Staff juggle documents and legacy apps.
Private copilots, apps and desktops.
Quicker answers, even when the network drops.
“In branch offices, private copilots speed up service, even offline.”
Hours lost to notes and paperwork.
AI drafts the visit note as you talk.
Less admin; patient data never leaves the clinic.
“In clinics, AI drafts the visit notes, so doctors can focus on patients.”
Manual inspection misses defects.
Vision AI and sensor analytics on the line.
Higher yield, less unplanned downtime.
“In factories, vision AI catches defects before they ship.”
Remote sites with thin satellite links.
Safety vision and equipment monitoring, offline.
Safer crews; only insights go ashore.
“And offshore, it keeps crews safe, with no cloud required.”
Resilience
Every node is active. Each appliance you add joins the cluster, and the workload spreads across it.
Sample figures to show the shape of the economics, not a quote. Your UnitedLayer team prices the subscription from a sizing workshop.
L1/L2 incidents closed by AI
Data stays on site
Models, prompts, outputs and embeddings never leave the appliance.
Encrypted at rest
Hardware-sealed keys, secure boot and signed updates.
Zero-trust access
Your identity provider, role-based access and a full audit log.
Isolated tenants
Compute, storage, network and AI separated per business unit.
Tamper-aware
Lid, bezel and shock sensors raise alerts in the console.
Recoverable
Backups to an immutable cyber vault, with DR in UnitedLayer facilities.
Use cases, models and workloads agreed in a workshop.
Pre-imaged, burned in and tested, in a shock-rated crate.
Two power cords and two network handoffs per side.
Joins the console, pulls your policies and starts serving.
One shock-rated crate, ruggedized to ship: every connector locked, every heavy component shock-mounted.
Stories are illustrative scenarios, not specific customers.
Open-weight frontier, vision, coding, speech, industry and small models from US, EU and China publishers, curated, security-scanned and license-reviewed. With 1 TB of AI memory you can run two frontier models plus many small ones. Licenses vary by model.
No. Endpoints are OpenAI-compatible. Change one URL and your code keeps working, with failover to the peer AI Engine and then to your core AI Factory.
Both sides run active-active. Lose a feed, an engine or a cable and service continues; firewall, load balancer and AI endpoints fail over in seconds.
Your choice: self-run, partner-managed or UnitedLayer-managed. Autonomous operations closes most routine incidents without a person on site.
Appliance and platform in one fixed monthly subscription, with managed operations optional. Tokens are unmetered: no per-token or per-seat charges.
A workshop to pick two or three AI workloads and the VMs to consolidate, a pilot with one appliance at one site, then scale across sites under one subscription.
Start with a workshop. We size the appliance around the AI workloads and VMs you want at the edge, then pilot at one site.
