Engineering Outcomes

Enterprise-wide visibility into team performance

Every team is seen against the same model. The engineering leader knows where investment is moving the needle and where it is not, without stitching together five dashboards.

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The problem

Most engineering leaders can describe what they think is happening in their teams, but they cannot prove it. The data lives in Jira boards, observability stacks, HR spreadsheets, and people's heads. By the time the picture is stitched together, the moment to act has passed. Aidrian gives every team a single performance model and one comparable view, so the engineering leader sees the whole organization at once.

With Aidrian

check_circle ~15% reduction in end-to-end cycle time
check_circle ~25% better investment allocation accuracy

01 Unified performance model

Every team is measured against the same model (ARISE), so comparisons are apples-to-apples even when the teams are not.

02 Multi-source data ingestion

Pull delivery, quality, and culture signals from Jira, Azure DevOps, GitHub, and other tools into one view, automatically.

03 Adaptive fairness logic

Adjust for team type, maturity, and context, so the comparisons are fair and the engineering leader trusts the picture.

04 Investment allocation view

See where investment is moving the needle and where it is being absorbed, with the evidence to defend the next budget conversation.

Use cases

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check_circleConnect in <30 min check_circleResults in 1 sprint check_circleNo re-orgs required