Home / By team
Finance teams
Review incremental contribution, forecast assumptions and proposed allocations on a basis marketing and finance can share.
Finance teams
The approach
Align definitions, question the forecast and keep expected results separate from realized performance. Make marketing’s proposal easier to evaluate.
Align the definitions
Agree the outcome, included costs and margin assumptions. Separate incremental revenue, contribution and profit so the comparison answers the financial question.
Examine the estimate
Review scenario assumptions and model-validation context. A central forecast is only part of the case; uncertainty affects what level of commitment makes sense.
Own the commitment
Record the chosen option, rationale, owner and checkpoint. Examine subsequent results without presenting a forecast as realized profit.
How it works
What supports this media investment?
The method, context and review stay connected at each step.
Agree definitions
Align the outcome, spend, margin and planning period.
Examine the evidence
Inspect validation, uncertainty and relevant calibration.
Review the proposal
Separate modelled expectations from realized results.
Set the checkpoint
Record the commitment, assumptions and next review.
People + agents
Agents help surface relevant changes, develop the investigation and prepare useful plans or briefs. Your team defines the goal, reviews the evidence and sets authority for supported actions.
Built around your business
Work with Lifesight experts to establish your measurement program and put agents to work. Every engagement is scoped individually, with agreed responsibilities and ongoing support.
A few useful answers
It should be. Review causal assumptions, inputs, holdout performance and experiment calibration rather than relying on one fit score.
No. Profit requires relevant cost and margin assumptions. Keep those definitions clear in every plan and report.
Use out-of-sample testing, residual analysis and relevant experiment evidence. There is no universal accuracy threshold that fits every model and business.
Discuss relevant holdout forecasts, error metrics, residuals and uncertainty with the measurement team. A single accuracy percentage is not a complete validation story.
Agree the revenue series, included costs and margin assumptions first. Lifesight estimates marketing’s incremental contribution on that basis. It supports the investment decision and does not replace your financial close.
