Talvoriq
*
Reporting
Turn your weekly report into a decision brief
Give stakeholders the change, the context, and the decision that needs their attention.
Mara Ellis
THE TALVORIQ JOURNAL
A report tells people what happened. A decision brief helps them understand what needs their attention next. The difference is often a matter of structure rather than more analysis.
Use the same short format each week so stakeholders know where to look.
Lead with the change that matters
Open with one or two developments tied to the current business goal. Include the relevant period and comparison. Avoid beginning with a tour of every channel.
For example: “Qualified leads were lower this week, while total lead volume stayed close to the previous week.” This gives the reader a reason to continue and directs attention toward quality rather than volume alone.
Add context and uncertainty
Explain the evidence that helps interpret the change. A new audience, revised offer, delayed CRM update, or tracking adjustment may affect the conclusion.
Be explicit about what you know and what remains a hypothesis. If the data is incomplete, say which source is missing and how that limits the decision. A clear limitation is more useful than a confident explanation built on a gap.
Propose a decision or an investigation
Not every change requires an immediate action. Sometimes the right next step is to collect more information, wait for a reporting period to mature, or check a specific segment.
State the proposed response, the reason for it, and the person responsible. If approval is needed, explain the trade-off the stakeholder is being asked to accept.
Keep a simple decision log
Close the brief with a small record of actions and review dates. At the next meeting, return to those decisions before introducing new ones.
This creates continuity. The team can see whether an earlier assumption held up, whether a test answered its question, and whether a decision should be revised.
AI can help draft the narrative or summarize the underlying data, but someone should review the brief before it is shared. Check the numbers, dates, causal language, and recommendations.
The aim is a document that a stakeholder can read quickly and respond to clearly: here is what changed, here is why we think it matters, and here is the next step we recommend.
WORDS & PERSPECTIVE
Mara Ellis
Part of the Talvoriq journal. Practical perspectives on marketing measurement, thoughtful reporting, and turning information into a useful next step.
Previous article
THE TALVORIQ JOURNAL
A report tells people what happened. A decision brief helps them understand what needs their attention next. The difference is often a matter of structure rather than more analysis.
Use the same short format each week so stakeholders know where to look.
Lead with the change that matters
Open with one or two developments tied to the current business goal. Include the relevant period and comparison. Avoid beginning with a tour of every channel.
For example: “Qualified leads were lower this week, while total lead volume stayed close to the previous week.” This gives the reader a reason to continue and directs attention toward quality rather than volume alone.
Add context and uncertainty
Explain the evidence that helps interpret the change. A new audience, revised offer, delayed CRM update, or tracking adjustment may affect the conclusion.
Be explicit about what you know and what remains a hypothesis. If the data is incomplete, say which source is missing and how that limits the decision. A clear limitation is more useful than a confident explanation built on a gap.
Propose a decision or an investigation
Not every change requires an immediate action. Sometimes the right next step is to collect more information, wait for a reporting period to mature, or check a specific segment.
State the proposed response, the reason for it, and the person responsible. If approval is needed, explain the trade-off the stakeholder is being asked to accept.
Keep a simple decision log
Close the brief with a small record of actions and review dates. At the next meeting, return to those decisions before introducing new ones.
This creates continuity. The team can see whether an earlier assumption held up, whether a test answered its question, and whether a decision should be revised.
AI can help draft the narrative or summarize the underlying data, but someone should review the brief before it is shared. Check the numbers, dates, causal language, and recommendations.
The aim is a document that a stakeholder can read quickly and respond to clearly: here is what changed, here is why we think it matters, and here is the next step we recommend.
WORDS & PERSPECTIVE
Mara Ellis
Part of the Talvoriq journal. Practical perspectives on marketing measurement, thoughtful reporting, and turning information into a useful next step.
Previous article
THE TALVORIQ JOURNAL
A report tells people what happened. A decision brief helps them understand what needs their attention next. The difference is often a matter of structure rather than more analysis.
Use the same short format each week so stakeholders know where to look.
Lead with the change that matters
Open with one or two developments tied to the current business goal. Include the relevant period and comparison. Avoid beginning with a tour of every channel.
For example: “Qualified leads were lower this week, while total lead volume stayed close to the previous week.” This gives the reader a reason to continue and directs attention toward quality rather than volume alone.
Add context and uncertainty
Explain the evidence that helps interpret the change. A new audience, revised offer, delayed CRM update, or tracking adjustment may affect the conclusion.
Be explicit about what you know and what remains a hypothesis. If the data is incomplete, say which source is missing and how that limits the decision. A clear limitation is more useful than a confident explanation built on a gap.
Propose a decision or an investigation
Not every change requires an immediate action. Sometimes the right next step is to collect more information, wait for a reporting period to mature, or check a specific segment.
State the proposed response, the reason for it, and the person responsible. If approval is needed, explain the trade-off the stakeholder is being asked to accept.
Keep a simple decision log
Close the brief with a small record of actions and review dates. At the next meeting, return to those decisions before introducing new ones.
This creates continuity. The team can see whether an earlier assumption held up, whether a test answered its question, and whether a decision should be revised.
AI can help draft the narrative or summarize the underlying data, but someone should review the brief before it is shared. Check the numbers, dates, causal language, and recommendations.
The aim is a document that a stakeholder can read quickly and respond to clearly: here is what changed, here is why we think it matters, and here is the next step we recommend.
WORDS & PERSPECTIVE
Mara Ellis
Part of the Talvoriq journal. Practical perspectives on marketing measurement, thoughtful reporting, and turning information into a useful next step.
Previous article