The channel, like all businesses, looks to data to understand performance, identify deficiencies, inform decision-making, and measure outcomes. While there’s universal agreement on the value and necessity of data, not everyone has access to the right information or the ability to translate it into actionable intelligence.
Data accessibility, integrity, and reliability remain paramount challenges in the channel. Few channel practitioners have access to the data they need to analyze performance and make materially impactful decisions. Worse, when they do get data, they often find it’s incomplete, inconsistent, or inaccurate. For those with access to reliable data, applying clear and accurate methodologies for refining it into intelligence is often a missing skill.
In our new report, “Data to Impact: A Practical Guide to Channel Analytics & Performance Growth,” Channelnomics details why channel performance remains elusive despite the proliferation of dashboards, reports, platforms, and business intelligence tools. The issue isn’t that vendors, distributors, and partners lack data. The problem is that channel data is often fragmented across ERP, CRM, PRM, POS, incentive, learning management, inventory, and analytics systems — each with its own definitions, owners, and priorities.
The result is limited visibility, conflicting metrics, slow decisions, missed opportunities, higher risk, and performance drag.