When this matters
Leadership needs a quarterly investment review. Finance has spend, engineering has delivery records and product has objectives. Combining them requires a shared period and explicit assumptions about how costs relate to projects.
Evidence to bring
- A defined reporting period, project boundaries and the initiatives under review.
- Work items, code changes and release evidence tied to the selected projects.
- Cost inputs and allocation assumptions, plus independently recorded outcome measures when available.
See which tools connect directly and which import by CSV on the Integrations page. Check integration availability.
How to work through it
- Choose the reporting period and projects. Check source coverage before comparing teams or time periods.
- Connect delivered work to the relevant objectives and cost inputs. Separate shipped, accepted and planned work.
- Prepare a period review that shows evidence gaps and estimates. Discuss outcomes using separate business evidence where the delivery record cannot establish them.
An illustrative review
Example figures for illustration.
| Recorded evidence or stated assumption | What it supports |
|---|---|
| A synthetic initiative has $60,000 of allocated delivery cost. | An investment figure based on the stated allocation method. |
| Two releases have source records; a third item is only marked done. | Two supported releases and one item needing release verification. |
| No adoption or revenue measurement is supplied. | No claim of realized business ROI from delivery data alone. |
The next decision
Use the review to discuss continuation, reprioritization or further measurement. Record which conclusion follows from evidence and which is a management judgment.
What the evidence cannot tell you
Delivery cost is not automatically business value. Ticket counts do not measure individual productivity, and unequal data coverage makes simple team comparisons misleading.
AI analysis in ScopeWorth is optional and billed in credits. Evidence, cost attribution and reports work without it. Compare plans and limits.
Questions about this workflow
Can this prove the financial ROI of an engineering team?
Delivery evidence supports an investment review. A financial return also needs an independently supported benefit measure and an appropriate attribution method.
How should AI-assisted work be treated?
Separate recorded AI-assisted signals from estimates of time saved. Include review and rework effort; do not infer a causal productivity gain from a label alone.