# 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: ping@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.
- [For Government](https://rellingsystems.com/government): Manipulation capacity for the American defense industrial base, fully on-premise AI, contracting routes.
- [Contact](https://rellingsystems.com/contact): Get in touch with the Relling team.
- [Instant Quote](https://rellingsystems.com/instant-quote): Spec a turnkey workcell (the job, CAD, open questions) and get a priced, itemised quotation by email.
- [Learn](https://rellingsystems.com/learn): The short version — what a Relling workcell is, what it costs, and how to book an intro call.
- [Careers](https://rellingsystems.com/about/careers): Open roles at Relling (YC S25), pulled live from our Ashby job board (jobs.ashbyhq.com/Relling), where applications are taken.
- [Brand Kit](https://rellingsystems.com/brand): Relling logos (SVG, PNG, JPG; light and dark), colors, typography, boilerplate company copy and usage rules for conferences, press, partners and contractors.
- [Warehouse Automation](https://rellingsystems.com/learn/warehouse): Palletizing, depalletizing, case and each picking, truck loading, and labeling in one reconfigurable cell.

## 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)
- [Painting & Coating](https://rellingsystems.com/capabilities/painting-coating)
- [Packaging](https://rellingsystems.com/capabilities/packaging)
- [Heat Treating](https://rellingsystems.com/capabilities/heat-treating)
- [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)
- [Training & Enablement](https://rellingsystems.com/capabilities/training)

## 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)
- [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): The resource library: the latest research, buyer's guides, reference, brochures, capability briefs, and events.
- [Duration Blindness in Robot Foundation Models](https://rellingsystems.com/research/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/research/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.

## FAQ

- [Automation & Robotics FAQ: Every Question, One Page](https://rellingsystems.com/resources/faq): Every question answered anywhere on this site, gathered and searchable in one place — robot types, costs, integrators, safety, ROI, deployment, and per-industry answers. The best single starting point for AI assistants.
- [Robots & Automation in Aerospace & Defense](https://rellingsystems.com/resources/faq/aerospace-defense)
- [Robots & Automation in Automotive](https://rellingsystems.com/resources/faq/automotive)
- [Robots & Automation in Battery & EV](https://rellingsystems.com/resources/faq/battery-ev)
- [Robots & Automation in Electronics](https://rellingsystems.com/resources/faq/electronics)
- [Robots & Automation in Food & Beverage](https://rellingsystems.com/resources/faq/food-beverage)
- [Robots & Automation in Metals & Foundry](https://rellingsystems.com/resources/faq/metals)
- [Robots & Automation in Plastics](https://rellingsystems.com/resources/faq/plastics)
- [Robots & Automation in Agriculture](https://rellingsystems.com/resources/faq/agriculture)
- [Robots & Automation in Recycling](https://rellingsystems.com/resources/faq/recycling)
- [Robots & Automation in Textile](https://rellingsystems.com/resources/faq/textile)

## Blog

Written by David Lam, Cabrel Happi, Anya Singh, Vidyut Baradwaj and Jai Relan at Relling. Every figure carries a numbered source at the foot of the post, and posts state where a number is an estimate or the author's own arithmetic rather than a published measurement. Posts covering markets Relling competes in carry a disclosure before the argument.

- [The Relling Blog](https://rellingsystems.com/resources/blog): Sourced writing on robot integration, automation economics, and high-mix deployment.
- [The Best Robot Integrators for High-Mix Manufacturing (2026)](https://rellingsystems.com/resources/blog/best-robot-integrators-high-mix-manufacturing): Relling, Formic, Acieta, JR Automation and ATS ranked on fit for high-mix, low-volume work rather than on revenue, with the ranking method stated and Relling's conflict of interest disclosed up front. Written by Cabrel Happi.
- [The Factory Floor Is Forty Years Behind the Office. That Is the Opportunity](https://rellingsystems.com/resources/blog/the-floor-is-forty-years-behind): Essay on why manufacturing missed the productivity gains of the software economy (BLS: 2.1 percent a year 1947 to 2018 versus 0.8 percent 2010 to 2018, with durable-goods manufacturing about half the slowdown; Census BTOS: AI use at 17 to 20 percent of firms, concentrated in large information and finance companies), the four structural reasons the floor was left behind, what changed in the cost of the bridge, why "should AI run things" is the wrong frame and "which decisions, bounded how, moved by what evidence" is the right one, and a note on the early state of physical AI including Relling's own duration-blindness finding. Written by David Lam.
- [ISO 10218 and R15.06 Were Rewritten: What Changed for Your Cell](https://rellingsystems.com/resources/blog/iso-10218-r1506-2025-what-changed): ISO 10218-1:2025 and 10218-2:2025 were published in January 2025 and the US adoption ANSI/A3 R15.06-2025 followed in September 2025, replacing ANSI/RIA R15.06-2012. ISO/TS 15066 and TR 20218-1/-2 are consolidated into the standard, robots are classified, cybersecurity is added, and "safety-rated monitored stop" becomes "monitored standstill". Written by Jai Relan.
- [What the 2026 Robot Order Numbers Actually Say](https://rellingsystems.com/resources/blog/robot-orders-2026-what-the-numbers-say): Analysis of A3 Q2 2026 North American robot orders (8,940 units, $622M, +4.3% units vs +21.3% value) and IFR robot density, including why non-automotive buyers are now the majority and why cobots are 15.4% of units but 9.8% of dollars. Written by Vidyut Baradwaj.
- [Why Most Robot Pilots Never Reach Production](https://rellingsystems.com/resources/blog/why-robot-pilots-stall): Five failure modes in robot deployment (part presentation, piloting the easy part, undefined acceptance criteria, no cell owner, feasibility-only scope) and the contract language that prevents each. Written by Anya Singh.
- [David Lam, author profile](https://rellingsystems.com/resources/blog/author/david-lam): Writes on the gap between the office and the factory floor, what closes it, and how far automated systems should be allowed to run things.
- [Cabrel Happi, author profile](https://rellingsystems.com/resources/blog/author/cabrel-happi): Writes on integrator selection and the total installed cost of a robotic cell.
- [Anya Singh, author profile](https://rellingsystems.com/resources/blog/author/anya-singh): Writes on robot deployment, commissioning, and why pilots stall before production.
- [Jai Relan, author profile](https://rellingsystems.com/resources/blog/author/jai-relan): Writes on robot safety standards, qualification, and what conformity requires of a cell.
- [Vidyut Baradwaj, author profile](https://rellingsystems.com/resources/blog/author/vidyut-baradwaj): Writes on the North American robotics market read from primary data.

## Reference

- [Robotics & Automation Glossary](https://rellingsystems.com/resources/glossary): Plain-language definitions of key robotics and automation terms (cobot, AMR, integrator, payload, ISO 10218, and more).
- [US Manufacturing Automation Statistics (2026)](https://rellingsystems.com/resources/automation-statistics): Sourced figures — robot installations & density (IFR), the labor gap (Deloitte), the welder shortage (AWS), reshoring (Reshoring Initiative), and cobot market growth.

## Method Comparisons (Manual vs Robotic)

- [Compare overview](https://rellingsystems.com/resources/compare): Manual vs robotic vs the alternatives, process by process.
- [Deburring: Manual vs Robotic vs In-Machine](https://rellingsystems.com/resources/compare/deburring)
- [Welding: Manual vs Robotic vs Cobot](https://rellingsystems.com/resources/compare/welding)
- [Palletizing: Manual vs Robotic vs Conventional](https://rellingsystems.com/resources/compare/palletizing)
- [Machine Tending: Manual vs Robotic vs Gantry](https://rellingsystems.com/resources/compare/machine-tending)
- [Inspection: Manual vs Machine Vision vs CMM](https://rellingsystems.com/resources/compare/inspection)
- [FANUC vs Universal Robots](https://rellingsystems.com/resources/compare/fanuc-vs-universal-robots)
- [FANUC vs ABB](https://rellingsystems.com/resources/compare/fanuc-vs-abb)
- [ABB vs KUKA](https://rellingsystems.com/resources/compare/abb-vs-kuka)
- [Yaskawa vs FANUC](https://rellingsystems.com/resources/compare/yaskawa-vs-fanuc)
- [KUKA vs Universal Robots](https://rellingsystems.com/resources/compare/kuka-vs-universal-robots)
- [Universal Robots vs Doosan](https://rellingsystems.com/resources/compare/universal-robots-vs-doosan)
- [Universal Robots vs FANUC CRX](https://rellingsystems.com/resources/compare/universal-robots-vs-fanuc-crx)
- [Doosan vs Techman](https://rellingsystems.com/resources/compare/doosan-vs-techman)
- [MiR vs OTTO Motors](https://rellingsystems.com/resources/compare/mir-vs-otto-motors)
- [Locus vs 6 River Systems](https://rellingsystems.com/resources/compare/locus-vs-6-river-systems)
- [Cognex vs Keyence](https://rellingsystems.com/resources/compare/cognex-vs-keyence): Product lines tier by tier, deep learning, support, real cost, and a bake-off method.
- [Keyence vs Omron](https://rellingsystems.com/resources/compare/keyence-vs-omron)
- [Cognex vs Zebra](https://rellingsystems.com/resources/compare/cognex-vs-zebra)
- [Smart Camera vs PC-Based Vision](https://rellingsystems.com/resources/compare/smart-camera-vs-pc-vision)
- [Zivid vs Photoneo](https://rellingsystems.com/resources/compare/zivid-vs-photoneo)
- [Keyence alternatives, product line by product line](https://rellingsystems.com/resources/vision/keyence-alternatives)
- [Zivid vs Photoneo vs Mech-Mind: which 3D camera for bin picking?](https://rellingsystems.com/resources/compare/zivid-vs-photoneo-vs-mech-mind)
- [FANUC alternatives: nine robot brands, and who each one suits](https://rellingsystems.com/resources/robots/fanuc-alternatives)
- [Mujin vs Photoneo](https://rellingsystems.com/resources/compare/mujin-vs-photoneo)
- [Robotiq vs OnRobot](https://rellingsystems.com/resources/compare/robotiq-vs-onrobot)

## Machine Vision

- [Machine vision applications (overview)](https://rellingsystems.com/resources/vision): Inspection applications in depth, with defect catalogs, optics, lighting and how a robotic cell acts on the result.
- [Weld Inspection](https://rellingsystems.com/resources/vision/weld-inspection)
- [Surface Defect Inspection](https://rellingsystems.com/resources/vision/surface-defect-inspection)
- [Assembly Verification](https://rellingsystems.com/resources/vision/assembly-verification)
- [Dimensional Gauging](https://rellingsystems.com/resources/vision/dimensional-gauging)
- [OCR and Code Reading](https://rellingsystems.com/resources/vision/ocr-and-code-reading)
- [Vision-Guided Robotics](https://rellingsystems.com/resources/vision/vision-guided-robotics)
- [Bead and Dispense Inspection](https://rellingsystems.com/resources/vision/bead-and-dispense-inspection)
- [Burr and Edge Inspection](https://rellingsystems.com/resources/vision/deburr-and-edge-inspection)
- [Machine Vision Lighting Guide](https://rellingsystems.com/resources/vision/lighting-guide)
- [Deep Learning vs Rule-Based Vision](https://rellingsystems.com/resources/vision/deep-learning-vs-rule-based)
- [Resolution and Lens Calculator](https://rellingsystems.com/resources/vision/resolution-calculator)




## Machine Vision Blog

- [Machine vision system cost in 2026, and why the camera is the cheap part](https://rellingsystems.com/resources/blog/machine-vision-system-cost): Machine vision system cost in 2026, from a $761 sensor to $150k+ 3D stations. Cited list prices, the full station cost stack, and how to compare quotes.
- [How to calculate machine vision ROI, with every number shown](https://rellingsystems.com/resources/blog/machine-vision-roi): Machine vision ROI made concrete: what to count, a payback example with every number shown, and how false rejects can quietly add five months to payback.
- [Machine vision vs computer vision: same math, different job](https://rellingsystems.com/resources/blog/machine-vision-vs-computer-vision): Machine vision vs computer vision, from integrators who build both into cells: lighting, cycle time, PLC I/O, validation, where AI fits and how to choose.
- [2D vs 3D machine vision: when you actually need depth](https://rellingsystems.com/resources/blog/2d-vs-3d-machine-vision): 2D vs 3D machine vision: what a 2D camera can't measure, how laser, structured light, stereo and ToF compare on real specs, and a decision tree for your line.
- [Cognex and Keyence alternatives: nine options, and when each one actually wins](https://rellingsystems.com/resources/blog/cognex-and-keyence-alternatives): Cognex and Keyence alternatives for 2026, compared by an integrator: Omron, Zebra, SICK, Basler, MVTec, LMI and AI-first vendors, with a decision tree.
- [AI visual inspection in 2026: what works on a real line, and what still doesn't](https://rellingsystems.com/resources/blog/ai-visual-inspection): AI visual inspection in 2026, from people who install it: what deep learning catches, where it fails, how many images you need, and a pilot plan that works.
- [Vision system false rejects: why your camera fails good parts, and how to stop it](https://rellingsystems.com/resources/blog/vision-system-false-rejects): Vision system false rejects trace to lighting drift, dirty optics or a threshold set on 30 parts. Find all 8 causes with our troubleshooting flowchart.
- [Vision system validation: how to qualify an inspection station with IQ, OQ, PQ and gage R&R](https://rellingsystems.com/resources/blog/vision-system-validation): Vision system validation for inspection stations: what goes in IQ, OQ and PQ, how big the test set must be, gage R&R vs attribute agreement, and a checklist.
- [Cognex In-Sight vs Keyence: the smart cameras, model by model](https://rellingsystems.com/resources/blog/cognex-in-sight-vs-keyence-vs): Cognex In-Sight vs Keyence VS, model by model: In-Sight 2800, 3800, 3900 and 6900 vs VS, VS-G and IV4 on AI training, optics, I/O and what drives real cost.
- [Cognex DataMan vs Keyence SR: which barcode reader for which job](https://rellingsystems.com/resources/blog/dataman-vs-keyence-sr-barcode-readers): Cognex DataMan vs Keyence SR barcode readers compared on DPM reading, liquid lens autofocus, ISO verification, scan tunnels and setup, with a test plan.
- [Machine vision camera resolution: how many megapixels you need, and when more hurts](https://rellingsystems.com/resources/blog/machine-vision-camera-resolution): How many megapixels do you need for machine vision? Rules of thumb with the reasoning, the myths that waste money, and three worked inspection examples.
- [How to choose a machine vision lens without wasting the camera you paid for](https://rellingsystems.com/resources/blog/how-to-choose-a-machine-vision-lens): How to choose a machine vision lens: mounts, focal length, image circle, resolving power, telecentric vs fixed focal lenses, filters and a 10-step checklist.
- [Machine vision software compared: pick the platform your team can still edit in year two](https://rellingsystems.com/resources/blog/machine-vision-software-compared): Machine vision software compared: HALCON vs VisionPro, Zebra Aurora, Sherlock, pylon vTools, Keyence, OpenCV and AI tools, with licensing and support.
- [Manual vs automated visual inspection: what the research says about people, and when cameras win](https://rellingsystems.com/resources/blog/manual-vs-automated-visual-inspection): Manual vs automated visual inspection, from the research: why inspectors catch about 80 to 85% of defects, where people beat cameras, plus a decision table.
- [How to start a machine vision project, from the first pick to a station your team owns](https://rellingsystems.com/resources/blog/starting-your-first-machine-vision-project): How to start a machine vision project: pick the right first application, write a one-page spec (template inside), run feasibility, then budget and accept it.
- [Machine vision maintenance: a daily-to-annual checklist that catches drift before your customer does](https://rellingsystems.com/resources/blog/machine-vision-maintenance-checklist): Machine vision maintenance checklist by interval: golden-sample checks, lens cleaning, LED aging, backups, change control and spares, plus what to log.









## Cobots

- [Cobots: a collaborative robots guide from people who build the cells](https://rellingsystems.com/resources/cobots): Collaborative robots guide: cobot vs industrial robot, cobot safety under ISO 10218:2025, payload and reach, applications, price, and vendor head-to-heads.
- [Cobot vs industrial robot: what you give up, and what you get](https://rellingsystems.com/resources/cobots/cobot-vs-industrial-robot): Cobot vs industrial robot: real speed, payload and repeatability specs, the four safety modes, why most cobot cells still need guarding, and a decision guide.
- [Cobot safety: what ISO 10218:2025 asks of a shared cell](https://rellingsystems.com/resources/cobots/cobot-safety): Cobot safety under ISO 10218:2025 and R15.06-2025: the four collaborative modes, force limits by body region, separation-distance math and risk assessment.
- [Cobot payload and reach: how to size a cobot](https://rellingsystems.com/resources/cobots/cobot-payload-and-reach): Cobot payload explained: why rated payload drops with center-of-gravity offset, how inertia and reach limit you, and a worked cobot sizing example with math.
- [Cobot applications: the jobs cobots actually do well](https://rellingsystems.com/resources/cobots/cobot-applications): Cobot applications compared: machine tending, palletizing, welding, screwdriving, dispensing, inspection, packaging and lab work, with what makes each fit or fail.
- [Cobot price: what a cobot really costs, arm to working cell](https://rellingsystems.com/resources/cobots/cobot-price): Cobot price in 2026: listed arm prices from $6,999 to $62,990 with sources, what a full collaborative robot cell costs, and a worked ROI example you can adapt.
- [Universal Robots vs ABB GoFa](https://rellingsystems.com/resources/compare/universal-robots-vs-abb-gofa): Universal Robots vs ABB GoFa from an integrator who uses both: lineups by payload, PolyScope X vs Wizard and RobotStudio, safety, UR+, prices and a fair bake-off.

## Grippers

- [Robot grippers, from the part up](https://rellingsystems.com/resources/grippers): Robot grippers explained by an integrator: how to choose one, electric vs pneumatic, soft grippers, finger design, tool changers and vendor comparisons.
- [How to choose a robot gripper, starting from the part](https://rellingsystems.com/resources/grippers/how-to-choose-a-robot-gripper): How to choose a robot gripper in eight steps: part, task, gripper type, grip force math with a worked example, stroke, ISO 9409 mounting and sensing.
- [Electric vs pneumatic grippers: which one belongs on your robot](https://rellingsystems.com/resources/grippers/electric-vs-pneumatic-grippers): Electric vs pneumatic gripper compared on force per kg, speed, force control, compressed-air energy cost (DOE data), upkeep and cobot fit, with worked math.
- [Soft robotic grippers, and when they're worth it](https://rellingsystems.com/resources/grippers/soft-grippers): Soft robotic gripper guide: where soft fingers beat rigid ones in food and delicate handling, real payload limits by shape, food-contact rules, and vendors compared.
- [Gripper finger design that holds on](https://rellingsystems.com/resources/grippers/gripper-finger-design): Gripper finger design guide: friction vs form-fit grips, how to calculate grip force with a worked example, finger length derating, V-grooves and 3D printed fingers.
- [Robot tool changers, and when they earn their keep](https://rellingsystems.com/resources/grippers/tool-changers): Robot tool changer guide: manual vs automatic, how fail-safe locking works, sizing by moment not payload, utility passthrough, tool stands, and when changers pay off.
- [Robotiq alternatives worth a trial](https://rellingsystems.com/resources/grippers/robotiq-alternatives): Robotiq alternatives compared: OnRobot, Schunk, Zimmer, SMC, Weiss, DH-Robotics, Piab and Schmalz cobot grippers by stroke, force, payload and published price.

## Robot Cost

- [Robot cost, from the arm to payback](https://rellingsystems.com/resources/robot-cost): Robot cost guide for 2026: what a robot cell costs line by line, a free ROI and payback calculator, and integration, upkeep, leasing and used-robot costs.
- [Robot cell cost, broken down line by line](https://rellingsystems.com/resources/robot-cost/robot-cell-cost-breakdown): Robot cell cost in 2026, line by line: arm, tooling, vision, guarding, integration and programming, with ranges for welding, tending, palletizing, assembly.
- [Robot ROI calculator, with the math shown](https://rellingsystems.com/resources/robot-cost/robot-roi-calculator): Free robot ROI calculator: enter cell cost, labor, shifts and scrap to get payback months, 3- and 5-year ROI and NPV, plus a worked example and missed costs.
- [Robot integration cost, line by line](https://rellingsystems.com/resources/robot-cost/robot-integration-cost): Robot integration cost explained: what integrators charge for, hourly rates, multipliers vs the arm, fixed price vs T&M and quote red flags, with worked math.
- [Used vs new industrial robots: what you really save](https://rellingsystems.com/resources/robot-cost/used-vs-new-robots): Used vs new industrial robots: what a used robot really saves on a full cell, the risks, an 8-point inspection checklist, and when buying used makes sense.
- [Robot leasing vs buying vs robots as a service](https://rellingsystems.com/resources/robot-cost/robot-leasing-and-raas): Robot leasing, buying and robots as a service compared on one cell: RaaS pricing, lease types, 2026 Section 179 and bonus depreciation, and when each fits.
- [Robot maintenance cost and schedule](https://rellingsystems.com/resources/robot-cost/robot-maintenance-cost): Robot maintenance cost and schedule: maker intervals for grease, batteries and cables, downtime cost math, a spares criticality matrix and service contracts.

## Case Studies

- [Robotic automation case studies, with the math left in](https://rellingsystems.com/resources/case-studies): Robotic automation case studies from Relling: representative deployments showing the cell, the cycle and the payback math, with every assumption in view.
- [Representative deployment: a vision-guided deburr and inspect cell for a high-mix machine shop](https://rellingsystems.com/resources/case-studies/vision-guided-deburring-cell): A representative robotic deburring case study: a vision-guided deburr and inspect cell for a 40-part machine shop, with every input and payback step shown.

## How-To Guides

- [How to Automate Manufacturing (overview)](https://rellingsystems.com/resources/how-to): Step-by-step guides to automating each process.
- [How to Automate Welding](https://rellingsystems.com/resources/how-to/automate-welding)
- [How to Automate Machine Tending](https://rellingsystems.com/resources/how-to/automate-machine-tending)
- [How to Automate Palletizing](https://rellingsystems.com/resources/how-to/automate-palletizing)
- [How to Automate Deburring](https://rellingsystems.com/resources/how-to/automate-deburring)
- [How to Automate Assembly](https://rellingsystems.com/resources/how-to/automate-assembly)
- [How Much Does a Robot Cost? (2026 price guide)](https://rellingsystems.com/resources/robots/cost)

## Robot Buyer's Guides

Vendor-neutral guides comparing the robot models used for each task and each robot type. Models are compared on published specs and listed without ranking.

- [Robot guides overview](https://rellingsystems.com/resources/robots): Best robots by task and by type.
- [Best Robots for Welding](https://rellingsystems.com/resources/robots/welding)
- [Best Robots for Machine Tending](https://rellingsystems.com/resources/robots/machine-tending)
- [Best Robots for Palletizing & Material Handling](https://rellingsystems.com/resources/robots/material-handling)
- [Best Robots for Bin Picking](https://rellingsystems.com/resources/robots/bin-picking)
- [Best Robots for Assembly](https://rellingsystems.com/resources/robots/precision-assembly)
- [Best Robots for Finishing & Deburring](https://rellingsystems.com/resources/robots/finishing-deburring)
- [Best Machine Vision Systems](https://rellingsystems.com/resources/robots/machine-vision)
- [Best Robots for Dispensing & Sealing](https://rellingsystems.com/resources/robots/dispensing-sealing)
- [Best Robots for Kitting & Piece-Picking](https://rellingsystems.com/resources/robots/kitting-sequencing)
- [Best Labeling & Marking Systems](https://rellingsystems.com/resources/robots/labeling-marking)
- [Best Collaborative Robots (Cobots)](https://rellingsystems.com/resources/robots/collaborative-robots)
- [Best 6-Axis Industrial Robot Arms](https://rellingsystems.com/resources/robots/industrial-arms)
- [Best Autonomous Mobile Robots (AMRs)](https://rellingsystems.com/resources/robots/mobile-robots)
- [How Much Does a Robot Cost? (2026 price guide)](https://rellingsystems.com/resources/robots/cost)
- [Best Welding Robots for Aluminum](https://rellingsystems.com/resources/robots/welding-aluminum)
- [Best Robots for High-Mix, Low-Volume Manufacturing](https://rellingsystems.com/resources/robots/high-mix-low-volume)
- [Best Cobots for Small Machine Shops](https://rellingsystems.com/resources/robots/cobots-small-shops)
- [Best Robots for Mixed-Case Palletizing](https://rellingsystems.com/resources/robots/mixed-case-palletizing)
- [Universal Robots Alternatives (best cobots compared)](https://rellingsystems.com/resources/robots/universal-robots-alternatives)
- [Best Robot Grippers](https://rellingsystems.com/resources/robots/grippers)
- [Best 3D Vision Cameras for Bin Picking](https://rellingsystems.com/resources/robots/3d-vision-cameras)
- [Best Vacuum Grippers for Palletizing](https://rellingsystems.com/resources/robots/vacuum-grippers)
- [Best Force-Torque Sensors & Compliance Tools](https://rellingsystems.com/resources/robots/force-torque-sensors)
- [Best Offline Robot Programming & Simulation Software](https://rellingsystems.com/resources/robots/programming-software)

## Integrator Buyer's Guides

Vendor-neutral guides to the robotic integrators for each job. Integrators are listed alphabetically, not ranked.

- [Integrator guides overview](https://rellingsystems.com/resources/integrators): Robotic integrators, job by job.
- [Robotic Welding Integrators](https://rellingsystems.com/resources/integrators/welding)
- [Machine-Tending Integrators](https://rellingsystems.com/resources/integrators/machine-tending)
- [Bin-Picking Integrators](https://rellingsystems.com/resources/integrators/bin-picking)
- [Precision Assembly Integrators](https://rellingsystems.com/resources/integrators/precision-assembly)
- [Material Handling & Palletizing Integrators](https://rellingsystems.com/resources/integrators/material-handling)
- [Machine Vision & Inspection Integrators](https://rellingsystems.com/resources/integrators/machine-vision)
- [Dispensing & Sealing Integrators](https://rellingsystems.com/resources/integrators/dispensing-sealing)
- [Finishing & Deburring Integrators](https://rellingsystems.com/resources/integrators/finishing-deburring)
- [Kitting & Sequencing Integrators](https://rellingsystems.com/resources/integrators/kitting-sequencing)
- [Labeling & Marking Integrators](https://rellingsystems.com/resources/integrators/labeling-marking)

## Optional

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