tRS, The AI-Enabled Retail Intelligence Platform

tRS is an AI-Enabled retail analytics platform that uses structured data to make sure you get effective, actionable insights.

— Larry Ellison, Oracle Chairman & CTO

AI is not the answer—it’s a method.

A method that requires structured, consistent, and context-rich data to solve real business problems.

That’s where most organizations get stuck. The tools are available—machine learning, forecasting engines, pricing algorithms—but the data isn’t ready. It’s fragmented, siloed, or modeled inconsistently. As a result, the tools fail before they even start.

The Retail Score:
Your Structured Data Layer

The Retail Score (tRS) is the foundation that makes your tools effective.

Inherently Structured Data Model: Purpose-built for retail and apparel: calendarized, dimensional, and aligned by style/color/size, channel, and customer touchpoints.
Connected by Default: ERP, returns, eCommerce and other related data are unified and always in sync—no manual mapping required.
Model-Ready from Day One: Whether it’s markdown planning, price elasticity, allocation optimization, or return forecasting—your data is already shaped for the job.
Compatible with Any Toolset: BI tools, AI platforms, custom models, or Excel—the tRS data layer supports them all with governed, structured inputs.

AI That Is Designed For Retail

tRS doesn’t just prepare your data for AI—it brings AI to life in ways that are practical, intuitive, and impactful for retail teams. That’s why our platform is AI-enabled, so you can easily access and apply powerful insights to boost your retail performance.

tRS offers two complementary AI approaches:

Ask AI

An intuitive conversational tool for exploring your data, and a suite of purpose-built models designed to solve specific planning, pricing, and inventory challenges.

Advanced AI

A natural language interface that allows users to explore their data conversationally. Ask questions like “Which stores underperformed last week?” or “What’s my sell-through by channel?” and get immediate, context-aware answers based on live, structured data. It’s a fast, user-friendly way to generate insights without needing to navigate filters, build reports, or write code.

Purpose-Built
AI-Enabled Models

tRS also offers targeted, high-impact models that solve specific planning and merchandising challenges. These include:

Price Elasticity Modeling – Understand how demand shifts in response to pricing changes
Markdown Optimization – Determine the best timing and depth of markdowns to preserve margin
Inventory & Buy Planning – Align future buys to demand forecasts at the style/color/size level
Returns Forecasting – Predict returns to improve planning and reduce overstock risk

Because these models run on the fully structured tRS data layer, they’re not theoretical—they’re immediately usable, reliable, and tuned for real retail workflows.

Why It Matters

The future isn’t about having AI—it’s about being ready to use it.
The Retail Score gives your team the structured data environment and intelligent tools to unlock real value—quickly, clearly, and at scale.

What Retailers
Say About tRS

Working with tRS for the last 5 years has provided Camilla with a single source of truth. The ease and ability to access data has ensured efficiency across the business including being able to link product sales and customer sales all in one simple data point. The retail portal has also empowered all key stake holders in our team to further improve the business performance.

Katie Metcalf

Head of Planning at Camilla

We have utilised the resources of the Retail Score since their inception. All departments within the business benefit through tRS’ enabling accessibility to essential business metrics, when and where it has been required – from desktop to mobile, through emails and portals. tRS plays a critical role in our day to day operations.

Matt Jensen

CEO of MJ Bale

tRS has equipped bassike with a centralised location for our core reporting. The ease and accessibility of the data through the pivots provides real time analysis and has enabled us to take a holistic approach to business strategy and core KPIs. The extension of the data into the tRS Portal allows the broader team to visualise and interpret these insights. The retail portal has also empowered all key stake holders in our team to further improve the business performance.

Talia Turton

Head of Merchandise & Planning at Bassike

As trusted custodians of our data, The Retail Score has partnered with APG&Co for over three years. We trust them with our data and leverage the platform they have built across our entire organisation.

Joesphine Barbaro

CFO of APG & Co

Since implementing tRS Connect, we have streamlined communications and operations between head office and store allowing for increased productivity, management of tasks and a clear assessment of stock. The retail portal has also empowered all key stake holders in our team to further improve the business performance.

tRS Connect Testimonial

Bassike

Since partnering with TRS, Academy Brand has been able to take reporting and analysis of data across all channels of our business to another level. The ease of access to data and ability to customise reports in pivot tables has supported our strategy and growth plans by allowing us to make strategic decisions using clear business intelligence. The retail portal has also empowered all key stake holders in our team to further improve the business performance.