On-Premise AI

Every model runs on your floor. Nothing leaves.

Every model runs on the cell, on your floor; no inference, no skill, no part data ever leaves the plant.

≤ 2 wk
Install to running on your floor
±0.05 mm
In-hand placement for fit-critical parts
100%
Inspection on every part, not sampled
01Why now

The work is changing faster than you can staff it.

The dexterous, high-mix, contact-rich jobs are exactly the work classical automation was never built to hold — and the people who used to absorb it are getting harder to find.

Defense and ITAR demand it

Controlled technical data cannot leave the facility, let alone the country. On-premise inference keeps ITAR-governed parts, classified programs, and CMMC-scoped work inside the boundary, removing the cloud dependency that disqualifies most automation vendors from this floor.

Your IP stays yours

Process recipes, fixture geometry, and tribal knowledge are the asset. Relling never streams them to a shared cloud or trains a vendor model on your output. The skill library is yours, runs on your hardware, and stays behind your firewall.

Connectivity is not a dependency

Plant networks drop, and WAN latency is fatal to real-time control. Running every model at the edge means the line does not stall when the link does. The cell is deterministic, offline-capable, and unaffected by outages beyond your walls.

02What we automate

What the service covers.

One cell, reconfigured per part — not a new machine for every job on the floor.

A

On-cell models

All vision, grasp, and motion models run on local edge hardware inside the cell.

B

Air-gap mode

Operate with no network connection at all; nothing is required to reach outside the plant.

C

Local skill store

The skill library is stored and served on-premise; new parts load from disk.

D

Sealed data path

Imagery, geometry, and logs are retained locally; none is transmitted off the floor.

E

Package updates

Model and skill updates arrive as signed offline packages, not live telemetry links.

F

ITAR / CMMC fit

Architecture aligns with ITAR handling and CMMC controls for controlled and defense work.

03See the work

One cell. Assembly, inspection, finishing.

A

On the line

On-Premise AI work handled at line rate, across the mix.

B

Assembly

Insertions, press-fits, and fastening with force control.

C

Inspection

Closed-loop machine vision. Every part checked, not sampled.

D

Cleaning & finishing

Deburring, spray, and surface work, adapted per part.

04How we work

Qualified off-site. Running in two weeks.

The slow, hard engineering happens on our floor — so the cell arrives tested and dialed in instead of tying up your team for months. A new part is a reconfiguration, not a rebuild.

  1. 01ScopePart, takt, fixturing, and safety boundary fixed upfront.
  2. 02Pre-buildCell built and tuned at Relling HQ, not your line.
  3. 03ConfigureSized and fixtured to your exact part.
  4. 04QualifyProven safe and capable before it ships.
  5. 05PilotFirst production run on your line.
  6. 06ProductionRunning the work, shift after shift.
  7. 07FleetAdd cells as the work pays for them.
05Inside the cell

Everything arrives in one qualified unit.

Arm, sensing, tooling, software, and safety, selected for your part and qualified as a set.

1

Manipulator & end-effector

Arm and tooling selected for your part, qualified as a set.

2

Closed-loop vision

Finds the part, adjusts in real time, verifies its own work.

3

Skill library & runtime

A new part is a reconfiguration, not a rebuild.

4

Safety & technician interface

Guarding sized to your floor, failures explained in plain language.

06Spec sheet

Will it fit your aisle? Yes.

Footprint~2 × 2 m
Payload12.5 kg
Reach1.3 m
In-hand placement±0.05 mm
Power120/240 V single-phase
SafetyISO 10218 aligned
Acceptance watch72 hr
Install to running≤ 2 weeks

Representative configuration. Final specs are issued with the proposal.

The On-Premise AI brief.

A deeper look at the work, the integration path, and how qualification maps to your process. PDF, 2026.

Get the brief
Let's talk

Bring a Relling workcell to your floor.

We started Relling to help American manufacturers make more of what this country needs. We'll scope a single cell to your parts, qualify it before it ships, and stand behind it on your floor.