Why Retail Execution Data Is Still Missing From Most Commercial Dashboards

By
Remus Pop, CRO
07
Apr 2026
3
min read
Link copied!

Retail organisations have never had more data.

  • Sales data
  • Pricing data
  • Promotion data
  • Forecasting models

Dashboards have become more sophisticated, reporting is more detailed and decision-making is more data-driven than ever but there is still a critical gap and that’s the data that shows what actually happened in store.

The Missing Layer in Commercial Visibility

From a commercial perspective, this will feel familiar.

You already have strong visibility into:

  • Sell-in performance
  • Sell-out trends
  • Promotion effectiveness
  • Base vs incremental sales
  • Forecast accuracy

On paper, everything is measurable but between delivery and purchase, a key part of the picture is still missing.

What actually happened in store.

  • Was the product on shelf?
  • Was the price implemented correctly?
  • Did the trade promotion run as planned?
  • Was the display visible to shoppers?

These are the questions that determine performance and yet, they are rarely captured in commercial dashboards.

Why This Data Has Been So Hard to Access

There’s a reason this gap has persisted as in-store execution data has historically been:

  • Manual to collect
  • Inconsistent across stores
  • Difficult to scale
  • Expensive to maintain

As a result, most organisations rely on:

  • Periodic audits
  • Field reports
  • Syndicated data (often delayed)

These approaches provide partial visibility but not a continuous, reliable view of execution across stores.

The Consequence: Decisions Without Context

Without execution data, commercial teams are left interpreting outcomes without full context.

A promotion underperforms.

Why?

  • Was demand lower than expected?
  • Was the mechanic ineffective?
  • Or did the promotion not execute properly?
  • What competitor promotions were running?

A product underperforms.

Why?

  • Was it priced incorrectly?
  • Was it unavailable?
  • Was it deprioritised in store?

Sales data shows what happened but not why.

The Cost of the Execution Blind Spot

This gap creates real commercial impact.

  • Trade promotion spend goes unverified
  • Out-of-stocks reduce availability during key moments
  • Trade promotions fail to deliver expected uplift
  • Performance is misattributed

Which leads to:

  • Inefficient spend allocation
  • Poor optimisation decisions
  • Missed revenue opportunities

But this is not just a risk, it’s also a significant opportunity.

The Shift Toward Execution Intelligence

What’s changing is the ability to capture and use execution data at scale.

This is where Execution Intelligence comes in.

Execution Intelligence is the ability to:

  • See what is happening across stores
  • Measure execution at store and SKU level
  • See trade promotion and campaign performance in the moment
  • Connect execution to commercial outcomes
  • Act while it still matters

It adds a missing layer to commercial dashboards:

Observed execution truth, not assumed, delayed or sampled but what is actually happening in store.

From Reporting to Real Understanding

When execution data is integrated into commercial workflows, the picture changes.

Instead of:

Sales → Interpretation → Assumption

Teams can operate with:

Execution → Context → Action

This enables:

  • Clearer understanding of trade promotion performance
  • Faster identification of execution issues
  • More accurate decision-making
  • Better alignment between planning and reality

From Data to Action

The value of execution data isn’t just visibility, it’s action.

When teams can see what is happening in store:

  • Field teams can prioritise high-impact issues
  • Commercial teams can separate demand from execution
  • RGM teams can validate pricing and promotion performance
  • Trade promotion spend can be protected

Instead of reacting after the event, teams can act during it.

Why This Matters Now

Retail is becoming more complex.

  • More promotions
  • More channels
  • More competition
  • More pressure on margins

At the same time, expectations around data and decision-making continue to increase.

The organisations that perform best are not just those with more data, they are the ones with the right data and increasingly, that means understanding what is happening in store.

The Missing Data Is the Most Valuable Data

The most important data in retail isn’t always in your data warehouse.

It lives in store, on shelves, in displays, in pricing execution and in availability.

Until that data is visible, a critical part of commercial performance remains hidden.

Bring Execution Data Into Your Commercial Decisions

Execution Intelligence shows what actually happened in store and why it matters.

By capturing execution data at scale, teams can connect planning to real-world outcomes and act while it still matters.

The difference between insight and impact isn’t more data, it’s visibility into what’s really happening in store.

If you’re exploring how to close that gap, you can learn more about Execution Intelligence below.

Learn more about Execution Intelligence

Or if you'd like to explore how this could apply to your organisation:

Speak with our team

Retail organisations have never had more data.

  • Sales data
  • Pricing data
  • Promotion data
  • Forecasting models

Dashboards have become more sophisticated, reporting is more detailed and decision-making is more data-driven than ever but there is still a critical gap and that’s the data that shows what actually happened in store.

The Missing Layer in Commercial Visibility

From a commercial perspective, this will feel familiar.

You already have strong visibility into:

  • Sell-in performance
  • Sell-out trends
  • Promotion effectiveness
  • Base vs incremental sales
  • Forecast accuracy

On paper, everything is measurable but between delivery and purchase, a key part of the picture is still missing.

What actually happened in store.

  • Was the product on shelf?
  • Was the price implemented correctly?
  • Did the trade promotion run as planned?
  • Was the display visible to shoppers?

These are the questions that determine performance and yet, they are rarely captured in commercial dashboards.

Why This Data Has Been So Hard to Access

There’s a reason this gap has persisted as in-store execution data has historically been:

  • Manual to collect
  • Inconsistent across stores
  • Difficult to scale
  • Expensive to maintain

As a result, most organisations rely on:

  • Periodic audits
  • Field reports
  • Syndicated data (often delayed)

These approaches provide partial visibility but not a continuous, reliable view of execution across stores.

The Consequence: Decisions Without Context

Without execution data, commercial teams are left interpreting outcomes without full context.

A promotion underperforms.

Why?

  • Was demand lower than expected?
  • Was the mechanic ineffective?
  • Or did the promotion not execute properly?
  • What competitor promotions were running?

A product underperforms.

Why?

  • Was it priced incorrectly?
  • Was it unavailable?
  • Was it deprioritised in store?

Sales data shows what happened but not why.

The Cost of the Execution Blind Spot

This gap creates real commercial impact.

  • Trade promotion spend goes unverified
  • Out-of-stocks reduce availability during key moments
  • Trade promotions fail to deliver expected uplift
  • Performance is misattributed

Which leads to:

  • Inefficient spend allocation
  • Poor optimisation decisions
  • Missed revenue opportunities

But this is not just a risk, it’s also a significant opportunity.

The Shift Toward Execution Intelligence

What’s changing is the ability to capture and use execution data at scale.

This is where Execution Intelligence comes in.

Execution Intelligence is the ability to:

  • See what is happening across stores
  • Measure execution at store and SKU level
  • See trade promotion and campaign performance in the moment
  • Connect execution to commercial outcomes
  • Act while it still matters

It adds a missing layer to commercial dashboards:

Observed execution truth, not assumed, delayed or sampled but what is actually happening in store.

From Reporting to Real Understanding

When execution data is integrated into commercial workflows, the picture changes.

Instead of:

Sales → Interpretation → Assumption

Teams can operate with:

Execution → Context → Action

This enables:

  • Clearer understanding of trade promotion performance
  • Faster identification of execution issues
  • More accurate decision-making
  • Better alignment between planning and reality

From Data to Action

The value of execution data isn’t just visibility, it’s action.

When teams can see what is happening in store:

  • Field teams can prioritise high-impact issues
  • Commercial teams can separate demand from execution
  • RGM teams can validate pricing and promotion performance
  • Trade promotion spend can be protected

Instead of reacting after the event, teams can act during it.

Why This Matters Now

Retail is becoming more complex.

  • More promotions
  • More channels
  • More competition
  • More pressure on margins

At the same time, expectations around data and decision-making continue to increase.

The organisations that perform best are not just those with more data, they are the ones with the right data and increasingly, that means understanding what is happening in store.

The Missing Data Is the Most Valuable Data

The most important data in retail isn’t always in your data warehouse.

It lives in store, on shelves, in displays, in pricing execution and in availability.

Until that data is visible, a critical part of commercial performance remains hidden.

Bring Execution Data Into Your Commercial Decisions

Execution Intelligence shows what actually happened in store and why it matters.

By capturing execution data at scale, teams can connect planning to real-world outcomes and act while it still matters.

The difference between insight and impact isn’t more data, it’s visibility into what’s really happening in store.

If you’re exploring how to close that gap, you can learn more about Execution Intelligence below.

Learn more about Execution Intelligence

Or if you'd like to explore how this could apply to your organisation:

Speak with our team

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