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The Most Important Data in Retail Isn’t in Your Data Warehouse
It lives in-store — and it’s largely invisible. Execution gaps cost millions every year and teams only find out when it’s too late to act.
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~30%
~60%
1-3%
80%
One Reality Layer for Every Commercial Decision
Execution Intelligence gives you a single, objective view of what’s happening in stores across availability, pricing, promotions and displays.
So commercial teams can:
Understand what actually executed
Attribute performance correctly
Intervene while there’s still time to act
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See Execution Clearly Across Every Store
With Execution Intelligence, you can see:
What’s on shelf and what’s missing right now
What price products are actually selling at
Which promotions ran and which didn’t
Where displays were built, partially built or never executed
All delivered as structured, decision-ready intelligence — not raw images or guesswork.
Syndicated Data Tells You What Sold
Execution Intelligence tells you why.
Traditional data answers questions weeks later:
“How did it perform?”
“What sold?”
Execution Intelligence answers the questions that matter now:
Did it execute as planned?
Where is it breaking down?
What should we fix today?
This is the missing execution layer that connects planning to real-world outcomes.
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How It Works
In-Store Reality Is
Captured at Scale
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AI Transforms Reality
Into Intelligence
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Insights Surface Where Action Is Needed
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Built for Teams Accountable for Commercial Outcomes
Used across grocery, convenience and on-premise retail environments.
Revenue Growth & Commercial Strategy
Trade & Shopper Marketing
Sales & Field Operations
Category & Retail Execution Teams
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Turn Execution Visibility Into Better Decisions
Execution Intelligence doesn’t just show you what happened in-store, it shows you where to focus. By revealing execution gaps as they emerge, teams can:
Prioritise the stores and issues that matter most
Separate execution problems from true demand signals
Take action while campaigns are still live
So decisions are grounded in reality, not assumptions or weeks-late reports.
What Our Clients Say
“Neurolabs transformed our field operations: faster, more accurate and fully digitised. Our reps spend more time selling and we have far greater confidence in our data.”
"Neurolabs synthetic data approach to image recognition as well as the way of model creation and new SKUs onboarding has revolutionised our operations!"
"We're proud to partner with Neurolabs in the Aforza Studio Marketplace, allowing our customers to turn their photos into visual intelligence and take action with automated workflows."
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FAQ's