Client Case Study · Retail Reporting & Process Improvement

Measured Into Shape: How Reporting, a Scorecard, and SOPs Lifted Inventory Accuracy from 81% to 95%

A major retail apparel company could not trust its own inventory numbers. Stock was mismanaged at the store level, processes were inconsistent, and there was no reliable way to see which stores were performing. IMA Consulting fixed that with reporting and process discipline: a performance scorecard, clear standard operating procedures, and the accountability to make them stick, lifting inventory accuracy from 81 percent to above 95 percent.

The Challenge: Numbers Nobody Trusted

The retailer wanted to grow its omnichannel business, but that ambition sat on an unreliable foundation. Inventory was being mismanaged at the store level, and standard processes were not being followed. The result was inaccurate data, financial losses, and no dependable way for leadership to see what was actually happening store by store.

• No reliable reporting or visibility. Leaders could not tell which stores were on top of their inventory and which were not.
• Inconsistent processes. Without a shared way of working, store teams handled receiving and inventory differently, so the data could not be trusted.
• No accountability. When nothing was measured or ranked, there was little pressure to fix problems or log issues.

Our Approach: Make Performance Visible and Repeatable

IMA Consulting treated this as a reporting and process challenge first. Before any technology could help, the business needed trustworthy numbers, a consistent way of working, and a reason for every store to care.

Find the root cause with data

We combined data analysis with stakeholder interviews to separate real issues from noise. That work confirmed the problem was both process and technical, and it told us exactly where new procedures and clearer reporting would move the needle.

Build a performance scorecard

We created a weekly performance scorecard that ranked stores on the metrics that signal healthy inventory, such as clearing aged receiving files and logging tickets for issues. Ranking made performance visible and turned inventory into a priority. Stores wanted to be near the top and worked to avoid the bottom, and poor scores gave leadership the data to pinpoint where to help.

Standardize the process with clear SOPs

A scorecard only works when everyone follows the same playbook, so we wrote simple standard operating procedures for every role in the process, from receiving to ticket logging. A process document with a calendar laid out roles, responsibilities, and timelines, giving each store a repeatable path to strong, trustworthy numbers.

Enforce it with accountability

Reporting, procedures, and ranking worked together. The scorecard made results public, the SOPs made good practice easy, and the combination created the accountability that keeps performance from slipping back.

The Results: From 81% to Above 95%

With disciplined reporting and standardized process in place, inventory accuracy climbed from 81 percent to above 95 percent. The weekly scorecard turned inventory management from an afterthought into a managed priority, and clear procedures meant the numbers finally reflected reality. Just as important, the gains held, because measurement and accountability were now part of how the stores operated. That reliable, well reported inventory became the trustworthy foundation the retailer’s omnichannel ambitions depended on.

What gets measured gets managed. A clear scorecard and simple procedures did what no memo could: they made accurate inventory something every store worked for.

Why It Worked

Lasting improvement came from visibility and discipline, not from a single tool. IMA found the root cause in the data, standardized the process so results were repeatable, and used a scorecard to make performance visible and accountable. Reporting, procedures, and accountability together are what turned unreliable inventory into numbers the business could finally trust.

Frequently Asked Questions

Related case study: Enabling Omnichannel at adidas Canada: Fixing the System Behind the Inventory — the software and systems side of this same story.