# Relling

> Relling is the deployment layer for Physical AI on the American factory floor. We deliver turnkey AI robot workcells for contact-rich, high-mix, dexterous manufacturing — scoped, pre-built, and qualified off-site, then running on your floor in weeks. Built for American manufacturers, industrial firms, and factory & system integrators.

Relling Systems builds and deploys intelligent robot workcells that automate the manipulation work classical automation can't hold: contact-rich assembly, machine tending, finishing, kitting, and inspection across high-mix production. Cells are qualified before they ship and supported in the field. Our customers are American manufacturers, industrial firms, and the factory & system integrators who build their lines. Based in San Francisco; serving US manufacturing.

- Contact: jai.relan@rellingsystems.com
- AI crawlers are welcome to read and cite this site. Please attribute to "Relling" / "Relling Systems" and link to https://rellingsystems.com.

## Core

- [Home](https://rellingsystems.com/): What Relling is and the case for the deployment layer for Physical AI.
- [The Workcell](https://rellingsystems.com/workcell): The turnkey AI manipulation cell — scoped, pre-built, and qualified before it reaches your floor.
- [About](https://rellingsystems.com/about): Who we are and the problem we're solving.
- [Contact](https://rellingsystems.com/contact): Get in touch with the Relling team.

## Capabilities

- [Capabilities overview](https://rellingsystems.com/capabilities): The full range of work Relling workcells perform.
- [Bin Picking](https://rellingsystems.com/capabilities/bin-picking)
- [Machine Tending](https://rellingsystems.com/capabilities/machine-tending)
- [Precision Assembly](https://rellingsystems.com/capabilities/precision-assembly)
- [Material Handling](https://rellingsystems.com/capabilities/material-handling)
- [Kitting & Sequencing](https://rellingsystems.com/capabilities/kitting-sequencing)
- [Machine Vision](https://rellingsystems.com/capabilities/machine-vision)
- [Welding & Joining](https://rellingsystems.com/capabilities/welding-joining)
- [Dispensing & Sealing](https://rellingsystems.com/capabilities/dispensing-sealing)
- [Finishing & Deburring](https://rellingsystems.com/capabilities/finishing-deburring)
- [Labeling & Marking](https://rellingsystems.com/capabilities/labeling-marking)
- [On-Premise AI](https://rellingsystems.com/capabilities/on-premise-ai)
- [Fleet Management](https://rellingsystems.com/capabilities/fleet-management)
- [Integration](https://rellingsystems.com/capabilities/integration)
- [Qualification & Safety](https://rellingsystems.com/capabilities/qualification-safety)

## Industries

- [Industries overview](https://rellingsystems.com/industries): Sectors Relling deploys into.
- [Aerospace & Defense](https://rellingsystems.com/industries/aerospace-defense)
- [Automotive](https://rellingsystems.com/industries/automotive)
- [Battery & EV](https://rellingsystems.com/industries/battery-ev)
- [Electronics](https://rellingsystems.com/industries/electronics)
- [Food & Beverage](https://rellingsystems.com/industries/food-beverage)
- [Metals](https://rellingsystems.com/industries/metals)
- [Pharmaceutical](https://rellingsystems.com/industries/pharmaceutical)
- [Plastics](https://rellingsystems.com/industries/plastics)
- [Agriculture](https://rellingsystems.com/industries/agriculture)
- [Recycling](https://rellingsystems.com/industries/recycling)
- [Textile](https://rellingsystems.com/industries/textile)

## Research & Writing

- [Research](https://rellingsystems.com/research): Working papers and field notes on Physical AI deployment, qualification, and American manufacturing.
- [Resources](https://rellingsystems.com/resources): Brochures, whitepapers, guides, and events.
- [The Relling Working Paper](https://rellingsystems.com/whitepaper): The deployment layer for physical AI — Fuselage, process knowledge, and the four problems of robotic deployment.
- [The Relling Brief](https://rellingsystems.com/brief): The working paper condensed to a five-minute read — the deployment layer and the numbers behind it.
- [Acquisition Thesis](https://rellingsystems.com/acquisition-thesis): A working paper on Fuselage, process knowledge, and owning the deployment problem.
- [Duration Blindness in Robot Foundation Models](https://rellingsystems.com/duration-blindness): On a structural limit of vision-language-action models, an impossibility proof, and sensor entropy.
- [Event-Driven Video Encoding for Robot Policies](https://rellingsystems.com/encoder): Event-driven encoding and training-free token pruning to accelerate VLA inference.
- [On the Silence of a Factory That Runs Itself](https://rellingsystems.com/post): A reflection on a production cell running without anyone inside.

## Optional

- [Sitemap](https://rellingsystems.com/sitemap.xml)