v1 Prototype
All engineers
MB

Michael Benisch

Artificial Intelligence - Software Engineering·Data SWE·San Francisco, US

Manager: Amish Rajesh Babu · michael.benisch@gomotive.com

100
out of 100
Top Performer

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Present·25%
10077 PRs+12%
AI Tool Usage
Present·25%
100$2283/mo2%
Jira Engagement
Present·15%
100303 issuesFlat
Drive Doc Creation
Present·12%
2431 drive ptsFlat
Meeting Engagement
Present·10%
100128 mtg refs6%
Slack Collaboration
Present·8%
93921 msgs4%
Confluence Contributions
Present·5%
10081 comments9%
Glean Engagement
Present·0%
100286 assistsFlat

Delivery Flow

7.7d
Cycle Time
18/wk
Deploy Freq
3.2d
PR → Production
8%
Change Fail Rate

Quality Outcomes

2%
Reopen Rate
1.5%
Defect Leakage
0.3/mo
Incident Rate
$2283/mo
AI Spend
Model
v1.2-2026-05
Role
Data SWE
Window
90 days
Score eligible
Yes