Retail storesOne task, one store formatRobotics engineering

Robotics Engineering for Retail Stores

Test the store task before you buy the robot.

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Tell us the store format, the task and where it goes wrong.

Shelf gaps, cages clogging the back room, online orders picked between shoppers, a locker door that jams: store automation is costly to reverse. Nestack prototypes a shelf-capture rig, a handling aid, a store-pick station or a kiosk mechanism, tests it in a mock aisle or out of hours, and measures it against how your team does the job today, so you can build, buy, adapt or stop.

Explore engineering packages

Who this page is for

What are you working on?

Store operations decide whether automation pays. Start with one task in one store format.

Discuss a project for operations and store-innovation teams

Four decisions, four owners

Has it met its written test? May it run in this zone? Does it need its own approval? Does it beat the current method?

A shelf scan helps only if someone acts on it before the next rush; a handling aid helps only if it fits the doorway and the night shift. The real limits are aisle widths, chiller glare, end-caps, festive ranges, trading hours, shoppers with trolleys and children, and staff minutes lost to jams and false alarms. We measure those against today's staffed method.

Engineering acceptance
Has the rig, aid or interface met its written test? Technical leads.
Store release
May it run in this zone, at these hours, with these people present? Store manager and safety lead.
Regulatory route
Do weighing, vending, food, payment or cameras need approval? Device maker, operator or retailer, never Nestack.
Commercial decision
Does cost per useful outcome beat the current method across enough stores? Operations and finance.

Where this page stops: food handling and food-contact design sit on Food; garment production and folding on Apparel & Fashion; packaged-goods lines on Consumer Goods; distribution centres, standalone fulfilment centres and delivery on Transportation; hotel and guest robots on Travel & Hospitality; mall corridors, lifts and building systems on Real Estate; patrol and surveillance on Security & Risk; ATM and bank-kiosk test rigs on Banking; e-commerce, POS and inventory software on our Retail software page; software automation on Intelligent Automation / RPA.

Illustrative scopes

Four store tasks, each with a stated limit

These are illustrative scopes, not completed client engagements.

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Illustrative scope

Shelf-condition capture rig and mock-aisle trial

Your challenge
Will automated capture flag gaps, misplaced items and label faults on the chain's own fixtures, and should it be a robot, handheld or fixed cameras?
Possible scope
A height-adjustable camera mast on a pushed trolley, trialled in a mock aisle, then out of hours in one store.
You receive
Rig, procedure, labelled images, quality report, option comparison.
Acceptance
Agreed precision and recall against a manual reference audit; invalid-image rate by aisle type, chillers included; repeatability over three passes. Boundary: no navigation among shoppers or sales claim.
Discuss a Store Operations Challenge

Feasibility and store economics

Measure the store method before pricing a machine

Bring one task, one format and today's method with staff time and any audit data. We observe it, record fixtures, aisles, lighting and hours, and return a measured baseline, options, a trial plan with stop criteria and a plain answer: trial, fix the process first, buy, or stop. Then test utilisation: scans, cases, lines or dispenses per store per day, across how many stores. Small stores and narrow aisles may not carry a mobile robot; festive peaks change the answer. We report cost per useful outcome against your baseline.

01
Change the process
Would a new replenishment slot, fixture or audit route fix it without a machine?
02
Buy as supplied
Does a supported scanner, cage or locker work in this format unchanged?
03
Adapt or integrate
Can a commercial unit run out of hours, in the back room or on a narrower range? Is the gap a system link the vendor already offers?
04
Build
Which gap is left that only a purpose-made rig, aid or mechanism closes?

Count the full cost of the automated route

  • Hardware and integration
  • Training and supervision
  • Charging space and cleaning
  • Maintenance and image review
  • False alarms that waste staff time
  • Exit cost
Discuss a Store Operations Challenge

Looking for e-commerce, POS or inventory software instead?See Retail & E-Commerce Industry

Engineering packages

Seven store packages your operations team can check

Approved equipment stays as approved. Scales, price-computing devices, payment terminals and vending controllers keep their own approvals. We connect only through interfaces their makers permit and never alter measuring parts, payment modules or interlocks. Weighing in our rigs is test measurement only.

  • Store task and feasibility assessment

    • Observed baseline
    • Fixture constraints
    • Options
    • Trial plan and stop criteria
  • Shelf and store sensing

    • Camera mounts
    • Capture procedures
    • Labelled image sets
    • Quality reports with invalid states
  • Handling aids and mechanisms

    • CAD, BOM and prototypes
    • Back-room, pick-station and dispensing mechanisms
    • Guarding and stops
  • Embedded controls and test rigs

    • Firmware
    • State and fault logic
    • Cycle rigs and logs
    • Safety functions with qualified owners
  • Retail system integration

    • Interface to a test copy of the task, inventory or order system
    • Exception handling
  • Store trial design and analysis

    • Mock-aisle and out-of-hours protocols
    • Reference audits
    • Intervention logs
    • Cost comparison
  • Handoff and roll-out readiness

    • Editable files
    • Recovery procedures
    • Store-team training
    • Spares list
    • Wider-pilot conditions

Staged delivery and trial design

Bench, mock aisle, closed store, then a decision

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  5. 05

01 Bench

The rig, aid or mechanism with real fixtures, packaging and dummy or agreed stock.

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Safety, data, IP and store constraints

Shoppers, staff, store data and designs

The store must never depend on a prototype, and your planograms, sales data and images stay yours.

  • Zone the store before any trial

    We name each zone: staff-only back room, closed aisle, after-hours floor or open trading floor, and record who could be there: children, older shoppers, wheelchair users, trolleys. Our trials stay in staff-only or closed areas. A robot among shoppers in trading hours needs the supplier's risk assessment and the retailer's approval.

  • Exceptions and recovery come first

    The store must never depend on a prototype. Each trial has a defined stop, a manual fallback and a named owner for stuck totes, jams and blocked aisles. Lost position, a dirty sensor, a wet floor or an abandoned trolley ends the run, and returning power does not restart motion. A jam or double vend leaves the mechanism recoverable with its status logged, never silently retried.

  • What the trial reports

    Useful outcomes against the baseline, accuracy against a reference audit including false alarms, staff minutes added, damage, and interaction issues logged without personal data. Results hold only for the format, fixtures, range and hours tested; a planogram reset triggers a re-check.

  • Gated beyond the starter offer

    Weighing that sets price, vending machines placed in stores, payment handling, age-restricted products and unpackaged food each have their own approvals and owners. Dispensing rigs consider pinch points, hot surfaces and reach-in openings, but stay bench rigs.

  • Cameras, store data and file rights

    Shelf cameras see people as well as products. Before capture we agree shelf-facing angles, blurring at source, retention, access and deletion. Face recognition, shopper tracking and loss-prevention analytics are outside this offer. Planograms, sales data and images stay yours; any reuse, including model training, needs your written consent. Trial devices stay off payment and POS networks.

Proof and evidence

Results hold only for the format, fixtures, range and hours tested

In Development.

  • Mechanical design
  • Embedded control
  • Actuator integration
  • Prototype testing

Further examples are published once the artefacts, results and permissions are approved. Each example states its status.

Nestack Robot Development Programme · Internal R&D

Dedicated engineers

Engineers placed inside one store work package

  • Vision and sensing

  • Mechanical

  • Embedded, controls and retail integration

  • Trial and test

  • Technical lead

  1. Send the package
  2. Meet available engineers
  3. Interview
  4. Onboard

They follow your induction, out-of-hours and data rules and hand over everything they build. They do not run store operations or replace your maintenance contractor.

Handoff and support

Handing over to store and maintenance teams

You keep CAD and BOM, wiring, firmware, interface versions, image sets, trial logs with failures and recovery procedures.

Design and code

4 files

  • CAD and BOM
  • Wiring
  • Firmware
  • Interface versions

Trial records

3 files

  • Image sets
  • Trial logs with failures
  • Recovery procedures

Night and weekend staff

2 files

  • Who may stop and clear equipment
  • Who may restart equipment

Retest triggers

4 files

  • Refits
  • New fixtures
  • Planogram resets
  • Software updates

Ways to work together

  1. Retail Store Task Feasibility Assessment

    One task, one format and today's method, returned as a measured baseline, options, a trial plan with stop criteria and a plain answer.

  2. Rig, aid or mechanism trial

    A shelf-capture rig, handling aid, store-pick station or kiosk mechanism, tested in a mock aisle or out of hours against how your team does the job today.

  3. Dedicated engineers

    Engineers for one bounded package: a capture rig, a pick-station prototype or a task-system link.

  4. Support after the trial

    Name the owner of firmware and interface updates and any remote access. Not a field-engineer network, spares stock or multi-store helpdesk.

FAQ

Frequently asked questions

Showing 8 of 8 questions

  1. Physical work in and around stores: shelf-condition capture rigs, back-room handling aids, store-pick stations in closed areas, kiosk, locker and vending mechanism rigs, and links from store equipment to your task, inventory or order systems. Distribution centres sit on our Transportation page, food handling on Food, packaged-goods lines on Consumer Goods, and e-commerce and POS software on our Retail software page.

Contact

Tell us about the store and the task

Describe the store format, the task and where it goes wrong: late gap checks, blocked back rooms, slow online picks or a jamming mechanism. A short paragraph is enough; planograms and images come later, under agreed data terms.

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