Case studies

Examples that show how the work can reduce friction and improve operational clarity.

These representative scenarios show the kinds of problems, approaches, and outcomes Adjunct Analytics is built to support for owner-managers and operational teams.

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Multi-location specialty retailer

Specialty retail business with multiple locations and a legacy POS

Problem

Management relied on exports from an older POS system and multiple spreadsheets to compare store performance, monitor inventory movement, and identify issues quickly.

Approach

Adjunct Analytics mapped the available exports, standardized product and location data, and created a practical reporting layer with weekly management views and exception tracking.

Outcome

Leadership gained faster access to location-level trends and spent less time assembling routine reports by hand, creating a more reliable basis for weekly decisions.

Hospitality operator with manual inventory counts

Hospitality business using handwritten count sheets and spreadsheet reconciliation

Problem

Inventory counts were time-consuming, records were inconsistent between staff, and managers had limited visibility into exceptions until late in the cycle.

Approach

Adjunct Analytics redesigned the count workflow, introduced structured digital entry, and provided a dashboard that highlighted discrepancies and recurring issues.

Outcome

The business reduced reconciliation effort, improved consistency between count periods, and gave managers a clearer picture of stock movement and exceptions.

Regulated operator preparing for a systems upgrade

Compliance-sensitive business with limited internal IT support

Problem

The business knew its systems needed improvement but faced uncertainty around data quality, workflow disruption, and the order in which changes should happen.

Approach

Adjunct Analytics reviewed the current operating model, identified risk points, and produced a phased roadmap covering data cleanup, workflow readiness, and implementation priorities.

Outcome

Decision-makers got a clearer plan, better risk visibility, and a more realistic path to modernization without committing too early to the wrong solution.

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A short conversation is often enough to identify where reporting, workflow, or modernization work could start delivering practical value.