Infographic: 13 Scary Things About Using Bad POS and Inventory Data

Walmart Luminate is ushering in a new era of retail insights for CPG companies, making it easier for them to grow their business. But with an abundance of data and new data provided, what data do they really need and how reliable is it?

30 years ago, VELOCITY® set the standard for Demand Signal Repositories. Learn more about its architecture; data input/output methods; modeling; and data translations, cleansing and harmonization processes.

Ensuring data accuracy and reliability from diverse data is challenging. Data harmonization helps you gain the insights needed for optimal decision-making.

There’s no lack of available retailer data—POS, inventory—and much more. But what data do CPG companies need to drive high ROI? And how do they ensure it’s accurate and reliable?

IT personnel can be faced with many challenges and costs related to data collection and preparation for business teams. Learn how proven, automated solutions can make all the difference.

Poor-quality data can lead to inaccurate insights and unreliable decision-making that can hurt a CPG's bottom line and retailer relationships. Clean, standard data leads to better outcomes and more efficiency.

Leveraging harmonized data is critical for improving forecasts, executing sales and marketing plans, and informing business decisions across the enterprise.

You know the old adage: Garbage in, garbage out. It even has its own abbreviation, “GIGO.” When you’re working with data—especially large volumes of point-of sale (POS), inventory, and enterprise data—what you put in absolutely determines what you’ll get out.