Industry benchmark comparison
Benchmark against the industry
Compare delivery, quality, collaboration and cost per unit of work against industry peers, using anonymised production data from real organisations. Know whether your numbers are actually good, not just trending.
Industry percentile rankings
Delivery and quality benchmarks
AI and agent efficiency comparison
Team calibration & scoring
Compare teams, side by side
Put any agent, cohort or team on the same measurement framework. Spot differences in execution, quality and innovation patterns instantly.
Cross-agent comparison
Delivery vs quality analysis
Collaboration and agent adoption patterns
Cohort comparison analysis
One framework, every group
Compare by role, level, tenure, location or agent adoption. Surface patterns that org charts and reporting lines fail to reveal.
Dynamic cohort creation
AI adopters vs non-adopters
Organizational pattern analysis
Agents in context
See every person in context
Compare agentic and human assisted delivery— adjusted for meeting load, out-of-office and peer context, so people who mentor and unblock aren't penalised for it.
Peer group benchmarking
Custom group comparisons
Percentile progress
"Pensero is why you want to work here."
Andrew Eye
CEO & Founder, ClosedLoop
Can I compare more than just teams?
How is this different from standard engineering metrics tools?
How do you account for teams working on different complexity levels?
Can I measure the impact of AI adoption?
Is Pensero only for engineering managers?
