AI photo review for Zipline

Overview

Zipline is very good at getting a photo out of a store; nothing yet is good at looking at all of them. Zipline's product pages describe photo task approvals, where head office requires photos of completed set-ups to keep visual standards high, and Assessments, where a store leader walks the floor and frontline team members snap the finished build for an approver to annotate. That loop works. What it produces on a big set-up week is a queue: one photo per set, per store, across a fleet, arriving at a head office team of a handful of people. RapidEye reads all of it, and returns a finding for every build that does not match the plan and everything damaged, missing or out of standard in the frame.

How it works with Zipline

The checks follow the objects Zipline already uses, so nothing changes for a store associate. They open the app, do the work, take the photo, submit.

• Photo task approvals. When head office requires a photo of a completed set-up, RapidEye reads it against what a correct build of that set looks like. Wrong fixture, missing facings, signage that never went up, last month's promotion still hanging behind the new one.
• Assessments. A store walk carries a mix of question types and conditional logic, and the photos attached to it are the only part a person cannot skim. RapidEye reads each one and attaches its findings to the store and the date that Assessment was completed.
• The same store, month over month. Because the submissions accumulate, RapidEye can compare this month's photo of an endcap against last month's from the same store: what drifted, what got damaged, what quietly disappeared.
• Everything in the frame that was not the point. The photo taken to prove a display went up also shows the cracked base deck, the dead lamp, the water stain on the ceiling tile. Those come back as their own findings with a severity, so facilities hears about them from a photo rather than a customer.
• Stores that are quietly right. Reading the whole fleet says as much about who is consistently correct as who is not, which is what a field leader needs to decide where the next visit goes.

Each finding carries the store, the spot in the set, the type of issue, a severity, the earlier photo beside the new one, the time, and a suggested next step. Findings land in the RapidEye dashboard, and in a Slack channel or an inbox for the approver team if you want them there. And this list is examples, not a boundary: RapidEye reads whatever documentation your teams already produce, video walk-throughs of a remodel or a shelf scan included, and reports against whatever standard you hold stores to, so a check that is not named here is a conversation rather than a no.

How to connect Zipline to RapidEye

1. Your Zipline account, and the task types that collect photos. Tell us which task types and Assessments require a photo and which stores you want read. Anything that collects no photo is simply skipped.
2. The standard each set is read against. Point us at the planogram, set-up guide or reference build. Zipline's knowledge base is usually where those already live. If nothing is written down, RapidEye works from the submissions you already have and from what your best stores did.
3. Add RapidEye as a user. Zipline scopes what a user sees by role and hierarchy, so your account admin decides which banners, regions or stores that user covers. The details are in the Connect modal.

What a Zipline submission actually holds

Checked against Zipline's published platform documentation, September 2026.

Zipline, from Retail Zipline, Inc., describes itself as a single retail platform covering employee communication, task management, store audits, an AI-powered knowledge base, a learning center, and reporting and analytics, used by more than 130 retailers. According to Zipline's own platform documentation (getzipline.com), the pieces are deliberately not siloed: an Assessment a store leader completes is informed by the messages and tasks targeted at that location, and task data can be combined with the mobile store audits module during a district manager's visit. For anyone trying to work out where photos live, it helps to have the vocabulary straight.

Zipline's own numbers for Assessments are about speed: it claims a reduction in the time it takes to complete a store audit, and points to real-time aggregate data so a district manager can prioritise which stores to visit at all. That is the right instinct, and it is why the photo pile exists in the first place. Collection got cheap; looking did not.

Where does the queue actually build up?

At the approval, and only there. Every step before it scales: head office writes a task once and it lands everywhere, the Day Sheet builds itself, the Daily Digest publishes itself, and the store's part is a few seconds of work per set. The approval is the one step that costs a human minute per submission and does not compress, so a rollout across several hundred stores turns a good habit into a pile. Zipline reports task and Assessment completion faithfully; completion is the honest answer to the question it was asked. The second question, whether the thing in the photo is right, is the one RapidEye answers, and it is the only part of this workflow that a machine should be doing.

Zipline integration FAQ