Revenue Performance Analysis System
Understand what changed
in your revenue performance.
Connect agreed marketing, pipeline and revenue data to investigate performance changes. AiDU prepares evidence-backed explanations, highlights data gaps and helps your team decide what to examine or change next.
Built around your team and the tools they use. We agree the scope, ownership and approval rules before connecting the workflow.
THE WORK TO CONNECT
A dashboard shows the movement. Your team still needs to explain it.
Revenue can change because of deal timing, conversion, channel mix or missing data. The system works from agreed definitions and reconciled sources, keeping observed patterns separate from claims about cause.
HOW THE SYSTEM WORKS
From your context to a useful outcome.
Agree the measures
Define revenue, pipeline, conversion stages, reporting windows and attribution assumptions with the relevant owners.
Reconcile the inputs
Connect scoped sources and check freshness, duplicates and missing records before interpreting changes.
Investigate movement
Compare periods and segments to locate where performance shifted, with evidence and alternative explanations visible.
Support decisions
Prepare an intervention brief and a measurement plan, then review what happened after the team’s chosen action.
ONE POSSIBLE WORKFLOW
From a pipeline decline to an investigation the team can act on.
One example of the workflow we can configure around your tools, source material and review process.
The agreed reporting cycle shows a fall in qualified pipeline.
The system checks data freshness, stage definitions and reporting completeness.
It breaks down the change by the available channels, segments and funnel stages.
A brief separates verified movements from possible explanations.
The revenue owner selects an investigation or intervention and defines success measures.
A later review checks the outcome against the baseline and records remaining uncertainty.
MANAGED END TO END
Agree the inputs. Make the output useful.
Your inputs
Agreed CRM, campaign, spend and revenue records, reporting definitions and attribution assumptions.
Your outcome
A performance brief showing the change, supporting data, caveats and a proposed investigation.
Ongoing operation
AiDU reviews the agreed connections, output quality and exceptions. Changes to your tools or source material feed into a controlled update process.
HUMAN CONTROL
Clear ownership at every step.
The agreed routine work
Prepare reconciled reports, variance analysis and investigation briefs.
The decisions that need you
Keep budget changes, forecasts and commercial commitments with authorised owners.
The exceptions to resolve
Flag unreliable inputs, attribution gaps and conclusions not supported by the data.
A STRONG FIT WHEN
Your team recognises these gaps.
- Marketing and sales report different versions of performance.
- Reporting consumes time that could go into investigation.
- Budget decisions lack a clear baseline and follow-up measurement.
QUESTIONS
What to know before you start.
Can it prove which campaign caused revenue?
Only where the measurement design supports that conclusion. Attribution and correlation have limits, which the system makes explicit.
Does it replace our dashboard?
It can use existing dashboards and data sources. Its role is to connect the reported movement to an investigation and decision process.
Will it automatically move marketing budgets?
The starting scope prepares recommendations for review. Budget execution requires separate permissions, limits and an approved process.
How do we get started?
We agree the outcome, assess your existing tools and source material, and define the first workflow. Integration and delivery scope are agreed in a custom proposal.
What does AiDU manage after launch?
AiDU maintains the agreed workflow and connections, reviews exceptions and output quality, and incorporates your feedback. Your team retains the business decisions and approvals defined during setup.
START WITH ONE SYSTEM
Understand what changed in your revenue performance.
Tell us where the work gets stuck and which tools your team uses. We’ll define a useful starting scope together.