AI Visual Merchandising & Shelf Analysis
Every shelf, every store, every hour — judged against the planogram by an agent that has seen it.
Visual merchandising compliance has been a manual audit problem for decades. With multimodal models and store-floor cameras, it becomes a continuous one. The agent watches, scores, and tickets — without a person walking the aisle.
Why we are building this
Most retail brands audit 1–2% of their stores per cycle. We are wiring the loop so they audit 100% of stores, 24/7, at a cost lower than the manual sample.
The Loop
5 parts · runs continuously- 01
Sense
What we captureStore cameras, mobile audit captures, supplier-submitted shelf photos.
- 02
Decide
What governsPlanogram standards, brand guidelines, category rules per store cluster.
- 03
Act
What it touchesTicket creation into ops queue, alerts to store managers, weekly compliance roll-ups.
- 04
Verify
How we verifyCorrective action confirmed by re-shot photo; deviation severity scored.
- 05
Learn
What gets sharperWhich categories drift fastest, which stores comply, which planograms are unenforceable in the real world.
Reach the builder
Want this loop wired into your operation?
The Lab is run by Vivek Azad, co-founder of Taqtics. Drop us your idea via the form, or message Vivek directly on LinkedIn.