Retail

Turn fragmented data into a strategic asset that drives compliance, efficiency, and growth

Meet David & Stumblz Retail Group

David Sellbetter

Chief Data Officer

Stumblz Retail Group

Retail

$17 billion retailer operating 520 stores

* David isn’t a real person but a composite of clients we’ve worked with in the past.

  • $17 billion retailer with 520 stores across North America under three brands
  • Rapidly expanding e-commerce operation accounts for 30% of total revenue
  • Specializes in mid-to-high-end apparel, accessories, and home goods
  • David (CDO) recruited 18 months ago for digital transformation
  • Background: Statistics (MIT), MBA (Chicago Booth), 16 years retail analytics experience
  • Brought in specifically to address fragmented data landscape after multiple failed internal attempts
  • Create a unified customer view across Stumblz’s three distinct retail brands to enable personalized marketing and improved customer lifetime value.
  • Streamline product information management to accelerate time-to-market for new collections and reduce the manual effort currently consuming 40+ hours weekly.
  • Achieve 92% inventory accuracy to significantly reduce the $14M annual losses from stockouts and markdowns on excess inventory.
  • Implement data quality management that builds trust in data across the organization and eliminates the need for parallel spreadsheets and shadow systems.
  • Establish a single source of truth for product data that seamlessly syndicates to marketplace partners while maintaining compliance with industry standards.
  • Transform data into a strategic asset that supports Stumblz’s digital transformation and omnichannel growth strategy.
  • Customer data remains fragmented across three major brand families and multiple systems, with an estimated 50% duplication rate making unified marketing campaigns nearly impossible.
  • Product data syndication is painfully manual, requiring over 40 hours weekly to maintain listings across multiple marketplaces and the company’s own e-commerce platform.
  • Inventory discrepancies persist between point-of-sale, warehouse management, and e-commerce systems, leading to customer disappointment and revenue loss.
  • A lack of data governance processes means departments create their own workarounds and manual validation checks, perpetuating inefficiency and inconsistency.
  • Marketplace data issues resulted in nearly $950,000 in chargebacks last quarter due to incomplete product information and marketplace standards violations.
  • A previous data management initiative failed after 10 months when the project scope expanded and costs exceeded the budget by 65%, damaging executive confidence.

David is facing mounting pressure after the most recent quarterly board meeting where he had to explain both the marketplace chargebacks and the company’s lagging digital commerce growth compared to competitors. The CEO has given him six months to demonstrate measurable progress before reconsidering the investment in data transformation initiatives that David has proposed.

David needs the help of a data consultancy that understands retail’s unique challenges and can deliver rapid, tangible results that rebuild executive confidence.

Do David's challenges sound familiar?

Turn data chaos into competitive advantage

DataCatalyst works with large retail companies to optimize business value through data management and data governance.

We help with strategy and implementation of leading-edge technologies and practices, delivering projects with a 100% success rate.

Our unique Accelerate methodology provides retailers with a battle-tested framework tailored to your industry’s unique challenges. This holistic approach combines strategic planning with rapid implementation, and emphasises business-driven requirements and practical solutions.

We help you turn complex data landscapes into a source of value that drives operational efficiency, enhanced customer experiences, and competitive advantage across all channels.

Is bad data costing you sales and eroding profit?

In retail, data management and data governance issues often show up as operational inefficiencies and poor customer experiences.

  • Inconsistent product data across multiple sales channels creates confusion and undermines customer trust.
  • Manual syndication of product information across platforms wastes 30+ hours per week of valuable staff time.
  • Fragmented customer data prevents a unified view, making it impossible to deliver personalized experiences.
  • SKU proliferation across retail, e-commerce, and direct-to-consumer channels leads to margin erosion.
  • Inefficient vendor relationships are hampered by inconsistent data formats and poor information flow.
  • Poor data quality characterized by duplicate SKUs, missing certifications, and outdated specifications, creates compliance risks.
  • Lack of tailored product data for wholesale distributors and resellers results in missed sales opportunities.
  • Reliance on manual processes for validation and updates delays time-to-market for new products.
  • Disconnected systems between e-commerce, in-store, and back-office functions create information silos.
  • Financial losses from expired inventory, retailer chargebacks, and FDA violations due to poor data governance.
  • Regulatory fines for non-compliance with consumer, trading, data protection, or safety regulations.
  • Lost revenue when products are delisted by major retailers for data quality issues.
  • Delayed payments due to incorrect billing information, hurting cash flow.
  • Customer attrition from inconsistent or inaccurate product information across channels.
  • Operational inefficiency from manual reconciliation processes and duplicate work.
  • Missed opportunities in cross-selling and upselling due to fragmented customer data.
  • Supply chain disruption resulting in high out-of-stock rates and long lead times.
Without a single, unified view of your critical business data, your retail operations struggle to deliver the seamless, omnichannel experience today’s consumers demand.

Improve data quality to drive retail success

DataCatalyst specializes in data management and data governance solutions for large retailers and their suppliers.

Master Data Management (MDM)

We implement MDM solutions to establish a single, authoritative source of truth for your critical healthcare data.
Product Information Management (PIM)
Centralize and manage product data across all channels, ensuring consistency in descriptions, specifications, and imagery.
Manage and optimize the entire product experience for customers across syndicated channels.
Create a unified customer view across all touchpoints, reducing duplicates and enabling personalized marketing and service.
Optimize relationships with hundreds or thousands of vendors through standardized, high-quality data exchange.
Connect product, customer, and vendor data for comprehensive business intelligence and operational efficiency.

Data Governance

We help establish comprehensive governance frameworks to ensure data quality, compliance, and effective management.
Data governance charters and policies
Develop tailored policies and procedures that address the unique challenges of retail operations across physical and digital channels.
Establish clear data stewardship across key domains (Marketing, Sales, Merchandising, Supply Chain), creating accountability for product, customer, and inventory data.
Implement automated validation rules to ensure consistent product information across all sales channels, reducing errors in syndication and improving customer experience.
Create approval and update workflows to maintain data integrity throughout product lifecycles, from onboarding to retirement, supporting regulatory compliance and brand consistency.
Develop consistent data models and attribute requirements across all sales channels to support a unified customer experience and accurate analytics.

Data Strategy

We’ll help you develop a comprehensive data strategy that aligns with your business objectives.

Business goals workshop
We first assess your organization’s strategic objectives and identify how data can support long-term business goals.
We evaluate your existing data landscape to identify gaps and opportunities.
We help your business stakeholders envision an ideal future state that supports omnichannel excellence and personalized customer experiences.
We create a practical roadmap that aligns with your current capabilities and future aspirations, designed to deliver value quickly through realistic, achievable phases.

Attain retail data clarity with our Accelerate methodology

The Accelerate methodology is our battle-tested approach to guiding retail clients through the entire data lifecycle. Developed through hundreds of successful implementations, Accelerate is a holistic methodology that views each business comprehensively, considering not only the immediate data needs but how data management, governance, and monetization impact all areas of your retail organization.
Holistic understanding of your organization
We assess data opportunities across your entire organization – from merchandising and marketing to store operations and e-commerce. This comprehensive view helps us connect siloed data and create a unified platform that supports both in-store excellence and digital commerce.
Unlike purely technical implementations, our Accelerate methodology ensures business needs drive requirements. Through collaborative workshops, we map your current and future state processes to ensure data management and governance efforts directly support business goals like enhancing customer experiences, streamlining product launches, and ensuring compliance.
Our “gray-haired SWAT teams” of seasoned experts bring both deep technical knowledge and retail industry experience to each project. These purpose-built teams focus on speed and efficiency, providing you with direct access to senior talent throughout the engagement – not junior consultants learning on your time.
We capitalize on cost-effective means to create value quickly. By prioritizing critical data elements like product attributes, customer information, or vendor data for initial implementation, we reduce scope creep and accelerate return on investment. This approach is particularly valuable for retailers who need to see tangible improvements in operational efficiency and customer experience.
Our methodology balances structured planning with flexibility, allowing you to implement new requirements on your timetable while realizing benefits progressively. This helps retail enterprises manage the complexity of integrating product, customer, and vendor data across multiple channels without disrupting ongoing operations.
We recognize that successful data initiatives require more than just technology. Our approach focuses on promoting ownership and understanding of data across your organization, fostering a data-driven culture where merchandising, marketing, and operations teams all work from a single source of truth.

Accelerate doesn’t just deliver a technical solution – it creates a sustainable framework for ongoing data management. We help establish the operating model and organizational structure to keep your data clean and consistent long after implementation, ensuring continued compliance, efficiency, and competitive advantage.

The result? A comprehensive data foundation that enables better decision-making and operational excellence across your enterprise, implemented by experts who will challenge your thinking, drive meaningful change, and ensure lasting success.

Data excellence enables retail success

Enhanced customer experience

  • Deliver consistent product information across all channels
  • Enable personalized marketing and recommendations
  • Support omnichannel journeys like buy online, pick up in store
  • Create seamless shopping experiences that build loyalty

Operational efficiency​

  • Reduce manual processes for product data management
  • Streamline vendor onboarding and communication
  • Accelerate time-to-market for new products
  • Eliminate redundant data entry and validation

Revenue growth and profitability

  • Increase conversion rates with better product content
  • Reduce chargebacks and compliance penalties
  • Enable effective cross-selling and upselling
  • Support dynamic bundling and personalization

Strategic advantages​

  • Gain comprehensive business intelligence
  • Improve inventory management and reduce stockouts
  • Adapt quickly to changing consumer behaviors
  • Build a foundation for potential data monetization

We don’t just ‘do’ – we drive

We are wholly committed to driving success, not simply implementing tools.

Our teams actively question and challenge clients throughout the engagement, pushing beyond conventional thinking to identify the best possible solutions. We don’t simply agree with stakeholders – we engage in productive disagreement when necessary to ensure the right decisions are made. This consultative approach ensures your retail data initiatives deliver maximum business value rather than just technical implementations.

Client Success Stories

Catalyzing discovery: How a global biotechnology leader unified data to accelerate innovation

Powering improvement: How a major oil & gas operator achieved $25M annual savings through asset data transformation

Prescribing data clarity: How a global pharma company accelerated time-to-market by improving product data

Healing healthcare data: How a Medicaid MCO created golden member records to reduce claims denials by 75%

High-yield data: How a global investment bank implemented MDM and recaptured $75M in annual revenue

Delivering efficiency: How unified data helped a food distributor save $30M annually

Ready to check out? Start your data transformation journey

Request a complimentary DataCatalyst Health Check to identify your most critical data challenges and opportunities. Our team of retail data experts will provide insights into how your organization can transform fragmented data into a strategic asset that drives operational efficiency, revenue, and competitive advantage.

Request a Health Check