Workbench Contact us
Store associate in a blazer advising a customer on the shop floor, representing retail and consumer operations data

Noblq

The sale you never made doesn't show up in any report.

Catalog, customer, and operations data decide what retail sells and what it quietly loses. We build the governed foundations that make invisible demand visible, then the products and agents that act on it.

Sector expertise: we speak catalog

Most technology partners treat retail as a channel problem. Get the site fast, get the app right, connect the store. Retail runs on the product record, and almost nobody can fully trust theirs.

A SKU is never only a SKU. It carries attributes, substitutes, supplier terms, channel availability, and in categories like auto parts, fitment: the year, make, model, and engine that decide whether the part fits. So when a customer searches and finds nothing, that is a catalog gap, a data gap, or no demand at all, and almost no retailer can tell which. At one Fortune 500 retailer, 1.3 million high-intent searches a year landed on nothing and left no trace.

Which is why the numbers everyone quotes stay stubborn. Inventory distortion costs retail an estimated $1.73 trillion a year in lost sales (IHL Group, 2025), and returns run close to 15.8% of US sales (NRF, 2025).

An online order being placed by card, representing the customer and catalogue data retail runs on

What we do

  1. 01

    The governed data foundation.

    A modern lakehouse and governance model replacing the legacy warehouse and rigid MDM platform that cap your analytics.

  2. 02

    Catalog and demand intelligence.

    Gap searches, vehicle-model lookups, and supplier data correlated into governed products, ready for an agent to nominate catalog additions for a merchandiser to approve.

  3. 03

    One customer, not ten.

    Journeys that each hold their own version of the same person, consolidated into one governed Customer 360 that every play runs from.

  4. 04

    Operations and fleet intelligence.

    Safety events, trip patterns, and asset utilization connected into one operating picture, with exceptions routed as they form rather than hours later.

  5. 05

    The retail core and the store estate.

    The ERP that keeps stores and e-commerce showing the same stock, run at the scale of 5,000-plus stores and 50-plus brands, with the team staying on after go-live.

  6. 06

    For the platforms that serve retail.

    Real-time lakehouses replacing batch pipelines, so field reps get in-store insight in the moment. Timeliness is the product.

Bring us the demand you can't see.

A catalog you do not fully trust, a customer who looks like ten different people, telemetry you have been collecting for years and reading never. We will show you where the value is and what it takes to get there.