Robot Outlook
Search For AI About Videos Ask What is Physical AI AI employees

Tracking the automation of physical work

What can machines actually do?

Robot Outlook investigates robots, AI employees and automation using real deployments, original data and source-linked evidence. We separate what works now from what is still a claim.

Explore robot deployments Explore AI employees

Our MTP: Free humanity from physical drudgery.

Explore the evidence

Search robots, products, companies and real deployments.

3robot deployment reports
14print automation source records
103products and components
3robot evidence sources

Deployments

3
Palletizing data ↗
Publisher All Acieta 1 MESH Automation 1 Universal Robots 1
Quick-to-deploy miniPAL+ keeps up with production rates
Vendor report · Universal Robots2026-09-26

Bob's Red Mill

UR20

14 cases/min 7 stated facts
Inspect evidence ↗
A man standing in front of finished hydraulic cylinders
Integrator report · Acieta2026-09-26

KanPak

M-410iC

12 cases/min 2 stated facts
Inspect evidence ↗
Mesh Automation
Integrator report · MESH Automation2026-09-26

Food palletizing at MESH

CRX-25iA

15 cases/min 6 stated facts
Inspect evidence ↗

Products

103
All products ↗
103matching of 103 products
Robot units AI models Sensor & vision Software Compute

Buying signals

15 open
15 current opportunities
Robotic systems Lab & research
66--Robotic Lab System NATIONAL ENERGY TECHNOLOGY LABORATORY · Solicitation
Posted2026-09-28
Robotic systems Manufacturing
Industrial Automation and Control System Components Including Power Supplies, ControlLogix/POINT I/O Modules, Ethernet Switches, Fiber Patch Panels, and Circuit ORNL UT-BATTELLE LLC-DOE CONTRACTOR · Combined Synopsis/Solicitation
Posted2026-09-28 Closes2026-10-05
Robotic systems Other
Autonomous Kitchen – Robotics-as-a-Service (RaaS) -Month To Month Lease- Location: South Korea 0906 AQ CO DET A CONTRACTI · Combined Synopsis/Solicitation
Posted2026-09-24 Closes2026-10-15
Robotic systems Other
Lego High School Robotics DOD EDUCATION ACTIVITY · Award Notice
Posted2026-09-23
Robotic systems Manufacturing
Robotic Multipurpose Sampler & Olfactory Detection Port USDA ARS AFM APD · Combined Synopsis/Solicitation
Posted2026-09-22
Robotic systems Other
Autonomous Robotic Training System (ARTS) U S SECRET SERVICE · Justification
Posted2026-09-21
Scanning Other
Automatic/Robotic Book Scanner NARA CONTRACTING OFFICE · Combined Synopsis/Solicitation
Posted2026-09-18 Closes2026-09-23
Dispensing Healthcare
ScriptPro Robotic Prescription Dispensing System 257-NETWORK CONTRACT OFFICE 17 (36C257) · Award Notice
Posted2026-09-18
Robotic systems Lab & research
Robotic Lab System NATIONAL ENERGY TECHNOLOGY LABORATORY · Solicitation
Posted2026-09-17 Closes2026-09-24
Robotic systems Other
USDA REE/ARS Service and Maintenance for LGC Genomics oKtopure DNA isolation robotic instrument USDA/RD/REGIONAL ACQ DIVISION · Combined Synopsis/Solicitation
Posted2026-09-17 Closes2026-09-21
Robotic systems Manufacturing
Robotic Multipurpose Sampler & Olfactory Detection Port USDA ARS AFM APD · Sources Sought
Posted2026-09-15 Closes2026-09-21
Inspection Other
Robotic Pipe Inspection Camera W7NW USPFO ACTIVITY ORANG 173 · Award Notice
Posted2026-09-15
Robotic systems Other
Robotic Total Stations and Access. IAW Salients OFC OF ACQUSITION GRANTS-NATIONAL · Solicitation
Posted2026-09-15 Closes2026-09-17
Dispensing Other
Request for Information - Automation Dispensing System and Pill Packager IDIQ SAC FREDERICK (36C10X) · Special Notice
Posted2026-09-10 Closes2026-09-24
Robotic systems Other
2BDE Educational Robotics W6QM MICC-FT DRUM · Combined Synopsis/Solicitation
Posted2026-09-03 Closes2026-09-11

Automation that works today

Run a print shop?

Our first commercial wedge is the repetitive work between customer artwork and production: preflight exceptions, correction chasing, proof approvals, routine print questions and a clean handoff to the people and machines that actually produce the job.

See the print-shop AI employee Why Robot Outlook exists

Sources

Published numbers link to their source.

Vendor, research and procurement sources are labelled.

Missing values are shown as unknown.