Reports & Dashboards

Retail dashboards that connect execution, margin, inventory, and growth.

IMV turns operational events from POS, inventory, orders, accounting, ecommerce, search, and content into role-ready dashboards that teams can actually act on.

Store execution Inventory health Margin visibility
Retail cockpit

Today across channels

Live
Net sales
+8.4%
Gross margin
44.1%
+1.8 pts
Stockouts avoided
312
this week
Orders at risk
27
needs action
Store sales plan86%
Inventory accuracy93%
On-time fulfillment78%
The reporting problem

Retail reports lose trust when every system tells a different story.

Leaders need one operating view, but teams often reconcile spreadsheets, ecommerce exports, POS reports, inventory snapshots, accounting data, and ad hoc dashboards.

IMV approach

Reporting starts from the same operational source of truth used to sell, fulfill, replenish, publish, and close the books.

Spreadsheet drift

Manual rollups can hide late orders, misposted tenders, inventory errors, and channel mismatches.

Store blind spots

Stores see sales, but not always margin, stock risk, returns behavior, or fulfillment quality.

Inventory lag

Stock reports are less useful if they are not connected to orders, transfers, counts, and ecommerce promise.

Margin uncertainty

Finance needs clean tender, tax, discount, COGS, settlement, and entity rollups without rebuilding the close.

Dashboard library

Dashboards by retail job, not by disconnected application.

Each view is built around the decision a team needs to make, with metrics that trace back to operational events.

Executive cockpit

Revenue, margin, inventory health, channel mix, exceptions, and pace to plan.

Store performance

Traffic, conversion, basket, returns, staff workflow, service quality, and store-level actions.

Inventory health

Stockouts, overstocks, aging, count variance, transfer status, and replenishment risk.

Commerce growth

Search demand, no-result queries, product discovery, content performance, conversion, and fulfillment promise.

Metric model

Define metrics once, then reuse them everywhere.

A dashboard only earns trust when every team agrees what the metric means, where it comes from, and what action it should trigger.

Business definition

Same-day sales, gross margin, sell-through, inventory accuracy, return rate, and order SLA are named consistently.

Data lineage

Each KPI shows whether it comes from POS, inventory, orders, accounting, ecommerce, or search activity.

Role permissions

Store teams, finance, ecommerce, operations, and executives see the right grain and scope.

Action threshold

Dashboards identify what needs review, escalation, replenishment, correction, or follow-up.

Reporting workflow

From signal to accountable action.

Operational dashboards should not stop at visualizing a problem. They should help teams know what changed, why it matters, and who should act.

1

Detect

Flag stockouts, fulfillment delays, missed close controls, demand spikes, returns anomalies, and margin leakage.

2

Explain

Trace each signal to products, stores, channels, orders, tenders, inventory movements, or content/search behavior.

3

Route

Assign the right team: store ops, merchandising, ecommerce, finance, support, inventory, or leadership.

4

Measure

Close the loop by tracking whether action improved availability, margin, conversion, SLA, or customer experience.

Governed analytics

Give every team confidence in the numbers.

Dashboards should be easy to read, but the underlying definitions, permissions, filters, and timing rules need to be rigorous.

Trusted definitions

Metric formulas and filters are explicit, reusable, and visible to report owners.

Context-aware access

Region, store, entity, channel, and role determine what each user can inspect.

Freshness markers

Teams can see whether the view is live, intraday, close-ready, or period-final.

Audit trail

Report changes, threshold edits, and exception handling can be reviewed later.

Reporting architecture review

Turn fragmented retail reporting into an operating dashboard layer.

We can map your current POS, inventory, accounting, ecommerce, search, content, and finance reports into a cleaner dashboard model with trusted KPIs and action paths.