Technology

Recognition at 95%. Deployed in Weeks. Built to Scale.

The technology behind Execution Intelligence, purpose-built for CPG shelf recognition at commercial speed. No long integrations. No legacy infrastructure. Just accurate, structured retail data, faster than any other method on the market.

How it works

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Trusted by Leading CPG Teams Worldwide

core technology

The Recognition Engine That Turns Store Images Into Commercial Intelligence

ZIA Recognition Engine

Our proprietary recognition pipeline identifies SKUs, pricing and display compliance from store images with over 95% accuracy, across any retail environment.

Synthetic Data & Digital Twins

Neurolabs trains on synthetic product images, not real-world photo datasets. That means faster onboarding, broader catalog coverage and no dependency on historical shelf data to get started.

Deduplication & Image Stitching

Raw store images are messy. Our pipeline deduplicates overlapping frames and stitches them into a clean structured shelf view so the data your commercial team acts on is accurate, not noisy.

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Why it's different

Built for Speed. Without Compromising Accuracy.

Live in Under 4 Weeks, Fully Cataloged

Global CPGs go live in under four weeks, fully cataloged, integrated and recognizing at scale. That's five times faster than traditional image recognition models which typically take three months or more to deploy.

New SKUs Added in Under 1 Minute

When a new product enters your range, it's live in the recognition engine in under a minute using ZIA Capture. Point, confirm, done. No lengthy re-training cycles. No waiting for your next catalogue update.

why choose us

Faster Deployment, Better Data, Zero Additional Field Resource

Most image recognition solutions take months and require significant investment in catalog management and field operations. Neurolabs was built to remove all three barriers so you're getting accurate execution data before your next commercial window opens.

How it works

Works With the Field Setup You Already Have

Whether you use our field team, your own reps or a third-party SFA tool, the recognition pipeline works with your existing setup. No new hardware. No retraining your field organization.

Integrates Directly Into Your Commercial Stack

Neurolabs connects to your data infrastructure via API and SDK. Structured recognition data flows into your dashboards, BI tools and systems without manual intervention.

What it delivers

See Every Execution Gap While There’s Still Time to Fix It

Multi-Retailer, Multi-Market Coverage

One recognition platform across all your retailers, store formats and geographies. A single source of truth, however complex your footprint.

In-Window Execution Intelligence

Recognition data is processed and surfaced in near real time while your execution window is still open, not in a post-mortem six weeks later.

+95% Recognition Accuracy

Benchmark accuracy across pack formats, lighting conditions and shelf configurations. Validated across global CPG deployments at scale.

The intelligence layer

From Raw Store Images to Commercial Decisions

Neurolabs doesn't just identify what's in store. It connects what's in store to what was planned and surfaces the gaps your commercial team can act on.

Price Compliance, Live

See where your promoted price isn't being executed, in the DMAs where it matters most.

Display Compliance, In-Window

Know whether your seasonal activation went up, exactly as agreed with the retailer while there's still time to fix it.

Talk to the team

our testimonials

Trusted by teams who need execution proof, not excuses.

EVP Sales

“Execution gaps made actionable”

“What stood out was the ability to turn shelf data into something actionable, not just capture what’s happening in store, but show where the gaps are and who needs to fix them.”

Commercial Lead

“Faster visibility into in-market execution”

“Execution intelligence gives teams a much faster read on what’s really happening in market, from displays and pricing to planogram compliance, instead of waiting weeks for incomplete reporting.”

Trade Marketing Leader

“Broader coverage, more credible data”

“The value is in getting broader, more credible store-level coverage, so commercial teams can trust the data and use it in conversations with customers and internal stakeholders.”

Field Execution

“Better execution visibility beyond partial field coverage”

“The real value is getting execution visibility at a scale that teams can actually trust, especially when partial coverage makes it hard to prove what’s happening in store.”

EVP Sales

“Execution gaps made actionable”

“What stood out was the ability to turn shelf data into something actionable, not just capture what’s happening in store, but show where the gaps are and who needs to fix them.”

Commercial Lead

“Faster visibility into in-market execution”

Trade Marketing Leader

“Broader coverage, more credible data”

“The value is in getting broader, more credible store-level coverage, so commercial teams can trust the data and use it in conversations with customers and internal stakeholders.”

Field Execution

“Better execution visibility beyond partial field coverage”

“The real value is getting execution visibility at a scale that teams can actually trust, especially when partial coverage makes it hard to prove what’s happening in store.”

EVP Sales

“Execution gaps made actionable”

“What stood out was the ability to turn shelf data into something actionable, not just capture what’s happening in store, but show where the gaps are and who needs to fix them.”

Commercial Lead

“Faster visibility into in-market execution”

Trade Marketing Leader

“Broader coverage, more credible data”

“The value is in getting broader, more credible store-level coverage, so commercial teams can trust the data and use it in conversations with customers and internal stakeholders.”

Field Execution

“Better execution visibility beyond partial field coverage”

“The real value is getting execution visibility at a scale that teams can actually trust, especially when partial coverage makes it hard to prove what’s happening in store.”

FAQs

What Commercial Teams Ask Us Most

Ready To See What Actually Happens In-Store?

If execution matters to your business, visibility can't wait.

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