Enterprise | Pensero [Let's talk](../book-demo) [Login](/auth/login/) [Login](/auth/login/) [Let's talk](../book-demo) [Login](/auth/login/) How does your organization compare? · Quarter to date, Apr 01 – May 14 Delivery per headcount 93th AI-assisted code 95th Innovation rate 27th Cycle time 56th Talent density 84th Defect rate 50th Collaboration 80th Roadmap alignment 17th Capitalizable 53th Knowledge gaps 73th Top 7% in delivery — and climbing 93rd Avg. weekly delivery points per active developer DecJanFebMarAprMay 95th percentile in AI adoption across the industry 95th Share of merged code that was AI-assisted DecJanFebMarAprMay Collaboration score in the top 20% globally 80th Share of delivery spent on collaboration and enablement DecJanFebMarAprMay Knowledge gaps closing fast 73rd Knowledge gap index across active engineering teams DecJanFebMarAprMay Talent & Benchmarking # Stop guessing what's performing. Start proving it. [Internal reality is what drives your decisions. Pensero lets you compare any team, cohort, or individual side by side on real delivery, quality, and AI impact.](https://pensero.ai/?hubspotutk=c1f0028b99e7118bf1afb216a605208e&ph_distinct_id=019e8d19-544b-79b6-a444-7bdd504210fa&ph_session_id=019e9203-9740-7404-abba-85717098b081&ph_source=framer_landing#pr1) [Let's talk](../book-demo) Trusted by fast-growing companies around the world ![](https://framerusercontent.com/images/LrmBEKC0Q6CjW5xLnu8RW8kQpQ.png?width=7497&height=1558) ![](https://framerusercontent.com/images/h71Cxx5XNRzbG2MehCqIfB4U7fs.png?width=112&height=256) ![](https://framerusercontent.com/images/ionZouKGJUi714ZQaqtoeu1Grs.png?width=116&height=256) ![](https://framerusercontent.com/images/YfZGGEysCcvTIMYbcMsh9i5lwFQ.png?width=7497&height=1958) ![](https://framerusercontent.com/images/jgGyW1O7xXfMV3i8WPVG6Rcgs4.png?width=4031&height=1165) Trusted by fast-growing companies around the world ![](https://framerusercontent.com/images/LrmBEKC0Q6CjW5xLnu8RW8kQpQ.png?width=7497&height=1558) ![](https://framerusercontent.com/images/h71Cxx5XNRzbG2MehCqIfB4U7fs.png?width=112&height=256) ![](https://framerusercontent.com/images/ionZouKGJUi714ZQaqtoeu1Grs.png?width=116&height=256) ![](https://framerusercontent.com/images/YfZGGEysCcvTIMYbcMsh9i5lwFQ.png?width=7497&height=1958) ![](https://framerusercontent.com/images/jgGyW1O7xXfMV3i8WPVG6Rcgs4.png?width=4031&height=1165) ## Calibrate with data, not guesswork Industry benchmark comparison ![](https://framerusercontent.com/images/wgs0SKnzOkhX52nklHR3xihNwsI.png?width=705&height=540) ![](https://framerusercontent.com/images/wgs0SKnzOkhX52nklHR3xihNwsI.png?width=705&height=540) Benchmark against the industry Compare delivery, quality, collaboration, and AI impact against industry peers. Know whether your teams are outperforming or just keeping pace. Industry percentile rankings Delivery and quality benchmarks AI adoption and impact comparison Team calibration & scoring ![](https://framerusercontent.com/images/9fw78ygHv2I5jsuhodOmaorpJe8.png?width=705&height=540) ![](https://framerusercontent.com/images/9fw78ygHv2I5jsuhodOmaorpJe8.png?width=705&height=540) Compare teams, side by side Put any team or cohort on the same measurement framework. Spot differences in execution, quality, and innovation patterns instantly. Cross-team comparison Delivery vs quality analysis Collaboration and AI adoption patterns Cohort comparison analysis ![](https://framerusercontent.com/images/6AiM0s8rOQ9suvEmM7PZDnxmLY.png?width=705&height=540) ![](https://framerusercontent.com/images/6AiM0s8rOQ9suvEmM7PZDnxmLY.png?width=705&height=540) One framework, every group Compare by role, level, tenure, location, or AI adoption. Surface patterns that org charts and reporting lines fail to reveal. Dynamic cohort creation AI adopters vs non-adopters Organizational pattern analysis Individual vs. groups ![](https://framerusercontent.com/images/SF2QEklqsFxXvGsPsJiIkW1N7c.png?width=705&height=540) ![](https://framerusercontent.com/images/SF2QEklqsFxXvGsPsJiIkW1N7c.png?width=705&height=540) See every person in context Compare individual delivery against their team, level, or any custom group. Track performance over time with out-of-office and peer context built in. Peer group benchmarking Custom group comparisons Percentile progress "Pensero is why you want to work here." Andrew Eye CEO & Founder, ClosedLoop [Read Story](../book-demo) ## Questions teams ask 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? ## More on Pensero's platform ## More on Pensero's platform [AI Transformation Understand the true impact of AI on engineering performance.](./ai-transformation) [Delivery Intelligence See how work actually moves across teams and tools.](./delivery-intelligence) [Delivery Intelligence See how work actually moves across teams and tools.](./delivery-intelligence) [Code Quality Track maintainability, defects, and rework over time.](./code-quality) [Code Quality Track maintainability, defects, and rework over time.](./code-quality) [Financial Reporting Turn engineering activity into R&D and capitalization reporting.](./capex-analysis) See the product in action See the product in action # Turn raw engineering activity into actionable insight # Turn raw engineering activity into actionable insight # Turn raw engineering activity into actionable insight Know what's working, fix what's not, and make better decisions with confidence. Know what's working, fix what's not, and make better decisions with confidence. 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