How do other engineering managers calculate software ROI when upper management demands proof that our current agile tooling is actually improving delivery times?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do other engineering managers calculate software ROI when upper management demands proof that our current agile tooling is actually improving delivery times?
3 real searches · 1 real-search pass
DORA metrics software delivery performance lead time deployment frequency change failure rate 2025 officialGoogle ↗
OBSERVEDReason
SPACE framework developer productivity metrics official paper software engineering productivityGoogle ↗
OBSERVEDReason
agile tooling ROI engineering delivery metrics cycle time throughput software engineering management studyGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
DORA metrics software delivery performance lead time deployment frequency change failure rate 2025 official Google ↗
SPACE framework developer productivity metrics official paper software engineering productivity Google ↗
agile tooling ROI engineering delivery metrics cycle time throughput software engineering management study Google ↗
- DORA · dora.dev
- DORA | A history of DORA’s software delivery metrics · dora.dev
- DORA · dora.dev
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
DORA metrics software delivery performance lead time deployment frequency change failure rate 2025 official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
SPACE framework developer productivity metrics official paper software engineering productivity OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
agile tooling ROI engineering delivery metrics cycle time throughput software engineering management study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |