Start with the decision you need to make
Our guides follow a practical route from a store task to a measured pilot. Choose a topic below, then use the detailed guide to build your own evaluation checklist.
- Select a robot category: compare transport, scanning, cleaning and manipulation against the work your staff actually do.
- Check hands and grippers: include packaging, shelf access, product damage and recovery from a failed grasp.
- Evaluate camera-based checkout: test recognition separately from payment, exception handling and privacy.
- Plan simulation and real-world learning: identify which conditions still need to be tested in the store.
- Design remote assistance: define when a person takes over and include their time in your calculations.
- Measure a supermarket pilot: agree on success rates, staff minutes, interventions and a stop-or-expand decision.
Have a concrete replenishment or transport task? See our retail robotics pilot approach and the information needed for an initial discussion.

Computer vision · 11 min read
Computer Vision Checkout: How Cameras Build the Right Basket
How camera-based checkout identifies products, builds shopping baskets and learns from store data—with practical tests, privacy choices and hardware options.
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Robot selection · 8 min read
How to Choose a Robot for a Grocery Store
Compare retail robot types, evaluate humanoid platforms and build a task-first shortlist using store constraints, recovery tests and real operating costs.
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Dexterous manipulation · 7 min read
Robot Hands vs. Grippers: What Works for Grocery Products?
A practical comparison of vacuum tools, adaptive grippers and dexterous hands, with a grocery test basket and metrics for damage, recovery and throughput.
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Teleoperation · 8 min read
Robot Teleoperation in Retail: Training, Remote Assistance and Human Handover
Learn the different roles of teleoperation, how to evaluate remote assistance and how to calculate the human workload behind a retail robot pilot.
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Robot learning · 7 min read
Sim-to-Real Robot Learning: From a Virtual Store to a Reliable Pilot
Understand how simulation, demonstrations and real-robot validation fit together, and what evidence to request before a retail robotics pilot.
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Pilot planning · 8 min read
How to Plan a Supermarket Robotics Pilot—and Measure Whether It Works
Build a grocery robotics pilot around a bounded task, clear acceptance criteria, human effort and realistic economics—from checkout to replenishment.
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