Databricks | Neurolabs

The Visual AI Layer for Retail Execution

Access instant retail visibility directly in your Databricks Data Intelligence Platform. Neurolabs transforms store images into AI-ready datasets, delivering actionable insights on availability, pricing, promotions and competitor activity, all seamlessly automated in Unity Catalog.

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All your shelf data, automated in Databricks

Say goodbye to manual audits and disconnected systems. Neurolabs streams a live feed of retail execution data into Databricks, giving you instant visibility and faster time-to-value without extra integration work.
Actionable Insights
On-shelf availability, share of shelf, pricing, promotions, competitor activity and more.
AI-Ready Data
Standardised, governed datasets for Mosaic AI, predictive analytics and GenAI copilots.
Faster Time to Value
Make decisions in days, not months with prebuilt dashboards and Unity Catalog.
Enterprise Security
Data governed and shareable via Delta Sharing with compliance built in.

The Visual AI Layer Inside Databricks

Neurolabs is the Visual AI Layer inside Databricks. We turn raw store images into standardised, governed data that teams can use natively in Databricks (Unity Catalog, Delta Sharing, Databricks SQL and Mosaic AI) to power the most advanced real-time retail execution and analytics.

Built for Scale with Databricks

By combining Neurolabs’ visual AI with Databricks’ unified lakehouse, CPG leaders can merge store and shelf insights with sales, supply chain and marketing data for the most powerful view of retail execution in the industry.

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See More. Act Faster. Spend Smarter.

By bringing shelf data into Databricks, you empower HQ, sales, trade & field teams with insights that drive growth and cut costs.

Succeed with AI

Use governed, SKU-level “visual truth” as the foundation for AI & GenAI apps, including shelf-audit KPIs, commercial execution actions and automated root-cause analysis.

Actionable Insights

Use AI/BI Genie to ask natural-language questions and instantly explore availability, share-of-shelf, pricing, promotions, displays and competitor activity.

Works With Your Tech Stack

Seamlessly integrate with Databricks SQL, Notebooks and Mosaic AI. Connect your existing BI and workflow tools and use Delta Sharing to deliver the same datasets to retailers, brokers and agencies.

What You’ll Unlock

Turn shelf photos into clear deliverables: dashboards, action feeds and governed datasets that help your teams move from raw data to real business impact.

REX Scorecard

Track availability, share-of-shelf, pricing, promotions and display execution all in one place.

Store & SKU Action Feed

See exactly what to fix, where and why with a prioritised list of revenue-impacting opportunities.

Competitive Tracker

Monitor competitor presence, pricing changes and promotion execution in real time with alerts.

Category Growth Insights

Spot missing facings, planogram gaps and display compliance issues to increase shelf share.

Field & BI Integration

Export prioritised tasks and insights directly into your existing BI platforms and field tools.

A Single Source of Truth

Access a governed, SKU-level dataset that unifies HQ, sales, trade and partner teams.

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How It Works

1. Connect in Databricks

Neurolabs’ catalogue and image-recognition results flow directly into Unity Catalog, your source of truth, for SKU-level retail execution data.

2. Activate and Share

Deliver the same trusted datasets instantly to retailers, brokers and agencies via Delta Share and jumpstart adoption with prebuilt BI dashboards.

3. Use With Your Stack

Plug Neurolabs data into Databricks SQL, Notebooks, Mosaic AI and your existing BI/workflow tools, ensuring insights reach every team that needs them.

1. Connect in Databricks

Neurolabs’ catalogue and image-recognition results flow directly into governed tables your single source of truth for SKU-level retail execution data.

2. Activate & share

Deliver the same trusted datasets instantly to retailers, brokers, and agencies via and jumpstart adoption with prebuilt AI/BI dashboards packaged in UC Volumes.

3. Use with your stack

Plug Neurolabs data into Databricks SQL, notebooks, Mosaic AI and your existing BI/workflow tools, ensuring insights reach every team that needs them.

1M+

SKUs recognised in the field

+95%

Recognition accuracy

65%

Reduction in audit time

With our Databricks partnership, we’re giving CPG leaders a governed ‘visual truth’ they can trust, at the speed of AI. By unifying shelf intelligence with Databricks’ powerful data intelligence platform, our customers can finally see, understand and act on retail execution like never before.
Patric Fulop
Founder & CTO, Neurolabs

FAQ's

How quickly can I get started?

Setup is simple. We provision a governed Delta Share and starter dashboards directly into your Databricks workspace. You can start exploring insights and merging data in just a few days.

Do I need custom integration?

No. It's simple. Neurolabs data is delivered natively into Unity Catalog tables: governed, standardised and instantly usable across Databricks SQL, Mosaic AI & your BI tools.

What kind of insights will I see?

You’ll get SKU-level visibility into on-shelf availability, share-of-shelf, pricing, promotions, display execution, and competitor activity, all in real-time.

Is the data secure?

Yes. All data is governed in Unity Catalog and shared via Delta Sharing, ensuring enterprise-grade compliance with no uncontrolled data movement.