VM Audit AI Agent Enters Field Runs Across India, Africa, and South East Asia

BeatRoute's VM Audit AI Agent, our AI agent for visual merchandising audits, is now in active field runs with customers across India, Africa, and South East Asia.

In-store visual merchandising is where brand strategy meets the shelf. Yet auditing it, across thousands of outlets, dozens of categories, and many markets, has always leaned on manual checklists and subjective judgement. Two people can look at the same shelf and score it differently, and by the time a report reaches the brand team the chance to fix the display has often passed.

What the VM Audit AI Agent does

The VM Audit AI Agent turns a single photo of a shelf or display into an objective, structured audit. Instead of asking a rep to fill a long checklist, it reads the image and grades it against your benchmarks across the metrics that matter at the point of sale:

• Planogram compliance: instant AI grading of each display against your uploaded benchmark.
• Share of shelf and face count: how much visible space and how many facings your brand holds.
• SKU visibility: which products are present, faced, and easy to find on shelf.
• POSM placement and branding quality: whether point-of-sale material is up, correct, and on-brand.
• Competitor activity: competitor SKUs, branding, offers, and pricing on the same shelf.

Tested in the real world, in many markets at once

We deliberately took the VM Audit AI Agent into the field across India, Africa, and South East Asia at the same time. Real stores in these regions differ in format, lighting, language, packaging, and product mix, and an agent that works well in one market is not automatically ready for another. Running it with customers across three very different regions is how we make sure it holds up in the conditions field teams actually work in, rather than in a lab.

Built on a generalized vision capability

The VM Audit AI Agent is one expression of a broader vision AI capability we have been building, one that lets image-based workflows become intelligent rather than simply collecting photos as proof. Visual merchandising is a natural first agent for it, and it sits alongside our conversational and operational agents in BeatRoute's Goal-Driven AI platform. It complements our visual merchandising and retail audit capabilities.

Already a BeatRoute customer? Talk to your customer success manager to learn more about the VM Audit AI Agent and how to take part in the field runs. New to BeatRoute? Request a free demo to see it in action.