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Realtime next best action from a single shelf photo is no longer a future promise.
In this session, see how Neurolabs Visual AI and Ava by Aforza work together to turn a single shelf image into clear, prioritised actions for field teams — while the rep is still in the aisle. Instead of post-visit analysis or slow audits, reps receive instant guidance in the moment, helping them act faster and execute with confidence.
You’ll see exactly how a leading Consumer Goods company achieved 50% faster visit times and 96% accuracy in audit inputs by removing manual counting, reducing human error and replacing traditional audits with guided, AI-driven execution.
This session lifts the hood on Neurolabs’ CPG ontology, showing how raw visual data becomes structured intelligence across spatial, catalogue and reasoning layers — then flows seamlessly into Ava to drive realtime next best actions for the field.
What You’ll Learn
- From Shelf Photo to Action in Seconds
See how a single image is transformed into prioritised next best actions that field teams can execute immediately, without leaving the aisle. - Guided Execution, Not Manual Audits
Learn how Visual AI removes manual counting and subjective judgment, replacing slow audits with precise, AI-driven guidance. - Inside the Neurolabs CPG Ontology
A deep dive into how shelf photos are structured across:- A spatial layer (shelf position, facings, layouts)
- A catalog layer (SKUs, promotions, POS materials)
- A reasoning layer that interprets what matters most
- Turning Visual Intelligence into Next Best Actions
See how Ava consumes this structured intelligence and converts it into realtime, actionable priorities for reps in the field. - Proven Impact in Consumer Goods
A real-world example showing 50% faster store visits and 96% audit accuracy, driving better execution with less effort.
Who This Session Is For
- Consumer Goods leaders looking to remove manual work from store visits
- Sales and execution teams seeking faster, more precise in-store decisions
- Organisations ready to move from reporting to realtime guided execution