The missing link in Engineering management | Pensero [Log in](https://pensero.ai/auth/login/) [Book a demo](../book-demo) [Log in](https://pensero.ai/auth/login/) [Log in](https://pensero.ai/auth/login/) [Book a demo](../book-demo) # Measure engineering performance in real-time. Pensero analyzes engineering activity across your tech stack to generate AI-powered insights on contribution, productivity, and delivery. Grounded in evidence, not perception. [Book a demo](../book-demo) Know what's working, fix what's not. ![](https://framerusercontent.com/images/3GnhksYloaL3meOkeVe2dSui8cI.png?width=1449&height=773) ### 30% Increase in output per engineer in 90 days. ### 50% Reduction in performance improvement plans. ### 50 Hours Saved per manager every month. Companies that trust Pensero. - ![](https://framerusercontent.com/images/iT4kkwJk5VG45nAfIrhFL4F95JA.png?width=256&height=256) - ![](https://framerusercontent.com/images/h71Cxx5XNRzbG2MehCqIfB4U7fs.png?width=112&height=256) - ![](https://framerusercontent.com/images/ionZouKGJUi714ZQaqtoeu1Grs.png?width=116&height=256) Real stories, real trust. - Effortless observability “Pensero gives me **daily peace of mind**. I know exactly what the team is working on. The built-in reporting & analytics make team observability effortless, and the **leaderboards give us the clarity we need** for performance reviews and promotions decisions.” ![](https://framerusercontent.com/images/j72ouL9QISFImh1Q3l509Vcos.png?width=100&height=100) Jose-Luis Vilar Co-Founder and CPTO Caravelo - Truly plug and play ![](https://framerusercontent.com/images/h71Cxx5XNRzbG2MehCqIfB4U7fs.png?width=112&height=256) “Pensero gives me **a clear, non-engineer’s view of team productivity**. It helps me spot champions who adopt new tools fastest and turn their practices into inspiration for the rest of the team. Rather than being a policing tool, it **provides a data-driven foundation for bragging rights, better conversations, and benchmarking** against peers worldwide. And the best part: it was truly plug-and-play — we were live in just one day.” ![](https://framerusercontent.com/images/0nt2IfGuKHmoPpyy9U8GGWYeDu4.png?width=100&height=100) Jean-François Legourd Co-founder Elfie - Enables team growth “Pensero offers **a modern approach to performance management** by providing real-time, actionable insights and continuous improvement. Its features are designed to **enhance clarity, accountability, and productivity within teams**. As a manager that helped me have honest and actionable feedback with my teams enabling them for growth.“ ![](https://framerusercontent.com/images/j0UnYOb9QwuJbzCDLjNGrCcns.png?width=100&height=100) Natxo Treig Sr. Engineering Manager Perk - Proof over guessing "I was being told we were slow to ship, but I didn't have any visibility as to why that was. **Pensero is story points after the fact — we go 4x faster.** Engineers love it because they get to brag: they can say they're in the top 5 percent globally, based on an independent third party. **Pensero is why you want to work here."** ![](https://framerusercontent.com/images/AHs6IWTn5abIu7zRoWaylyPoesQ.jpg?width=1200&height=800) Andrew Eye CEO and Founder ClosedLoop ![Back Arrow](https://framerusercontent.com/images/6tTbkXggWgQCAJ4DO2QEdXXmgM.svg?arrow=left)![Next Arrow](https://framerusercontent.com/images/11KSGbIZoRSg4pjdnUoif6MKHI.svg?arrow=right) - Effortless observability “Pensero gives me **daily peace of mind**. I know exactly what the team is working on. The built-in reporting & analytics make team observability effortless, and the **leaderboards give us the clarity we need** for performance reviews and promotions decisions.” ![](https://framerusercontent.com/images/j72ouL9QISFImh1Q3l509Vcos.png?width=100&height=100) Jose-Luis Vilar Co-Founder and CPTO Caravelo - Truly plug and play ![](https://framerusercontent.com/images/h71Cxx5XNRzbG2MehCqIfB4U7fs.png?width=112&height=256) “Pensero gives me **a clear, non-engineer’s view of team productivity**. It helps me spot champions who adopt new tools fastest and turn their practices into inspiration for the rest of the team. Rather than being a policing tool, it **provides a data-driven foundation for bragging rights, better conversations, and benchmarking** against peers worldwide. And the best part: it was truly plug-and-play — we were live in just one day.” ![](https://framerusercontent.com/images/0nt2IfGuKHmoPpyy9U8GGWYeDu4.png?width=100&height=100) Jean-François Legourd Co-founder Elfie - Enables team growth “Pensero offers **a modern approach to performance management** by providing real-time, actionable insights and continuous improvement. Its features are designed to **enhance clarity, accountability, and productivity within teams**. As a manager that helped me have honest and actionable feedback with my teams enabling them for growth.“ ![](https://framerusercontent.com/images/j0UnYOb9QwuJbzCDLjNGrCcns.png?width=100&height=100) Natxo Treig Sr. Engineering Manager Perk - Proof over guessing "I was being told we were slow to ship, but I didn't have any visibility as to why that was. **Pensero is story points after the fact — we go 4x faster.** Engineers love it because they get to brag: they can say they're in the top 5 percent globally, based on an independent third party. **Pensero is why you want to work here."** ![](https://framerusercontent.com/images/AHs6IWTn5abIu7zRoWaylyPoesQ.jpg?width=1200&height=800) Andrew Eye CEO and Founder ClosedLoop ![Back Arrow](https://framerusercontent.com/images/6tTbkXggWgQCAJ4DO2QEdXXmgM.svg?arrow=left)![Next Arrow](https://framerusercontent.com/images/11KSGbIZoRSg4pjdnUoif6MKHI.svg?arrow=right) - Effortless observability “Pensero gives me **daily peace of mind**. I know exactly what the team is working on. The built-in reporting & analytics make team observability effortless, and the **leaderboards give us the clarity we need** for performance reviews and promotions decisions.” ![](https://framerusercontent.com/images/j72ouL9QISFImh1Q3l509Vcos.png?width=100&height=100) Jose-Luis Vilar Co-Founder and CPTO Caravelo - Truly plug and play ![](https://framerusercontent.com/images/h71Cxx5XNRzbG2MehCqIfB4U7fs.png?width=112&height=256) “Pensero gives me **a clear, non-engineer’s view of team productivity**. It helps me spot champions who adopt new tools fastest and turn their practices into inspiration for the rest of the team. Rather than being a policing tool, it **provides a data-driven foundation for bragging rights, better conversations, and benchmarking** against peers worldwide. And the best part: it was truly plug-and-play — we were live in just one day.” ![](https://framerusercontent.com/images/0nt2IfGuKHmoPpyy9U8GGWYeDu4.png?width=100&height=100) Jean-François Legourd Co-founder Elfie - Enables team growth “Pensero offers **a modern approach to performance management** by providing real-time, actionable insights and continuous improvement. Its features are designed to **enhance clarity, accountability, and productivity within teams**. As a manager that helped me have honest and actionable feedback with my teams enabling them for growth.“ ![](https://framerusercontent.com/images/j0UnYOb9QwuJbzCDLjNGrCcns.png?width=100&height=100) Natxo Treig Sr. Engineering Manager Perk - Proof over guessing "I was being told we were slow to ship, but I didn't have any visibility as to why that was. **Pensero is story points after the fact — we go 4x faster.** Engineers love it because they get to brag: they can say they're in the top 5 percent globally, based on an independent third party. **Pensero is why you want to work here."** ![](https://framerusercontent.com/images/AHs6IWTn5abIu7zRoWaylyPoesQ.jpg?width=1200&height=800) Andrew Eye CEO and Founder ClosedLoop ![Back Arrow](https://framerusercontent.com/images/6tTbkXggWgQCAJ4DO2QEdXXmgM.svg?arrow=left)![Next Arrow](https://framerusercontent.com/images/11KSGbIZoRSg4pjdnUoif6MKHI.svg?arrow=right) ## The Problem You're making million-dollar engineering decisions without data. Engineering is one of the largest expense on your P&L, yet visibility into how it creates value is limited. As a result, capital allocation, promotions, AI investments, and hiring decisions often rely on perception rather than measurable performance data. Traditional metrics fail to reflect true performance Most engineering tools measure activity, not performance. Lines of code, PR counts, and story points inflate output but ignore quality, collaboration, and long-term system health. No clear way to measure the impact of AI tools Companies spend heavily on tools like Copilot or Cursor without knowing whether AI improves productivity, justifies cost, or delivers measurable engineering value. Performance reviews rely on anecdotes, not data Performance reviews often rely on perception, recency bias, and subjective judgment. Engineers feel unfairly evaluated, creating internal tension and politics. Distributed teams amplify perception bias Without daily visibility, leaders struggle to evaluate performance fairly. Remote and offshore teams amplify perception bias when decisions lack objective data. Performance tracking is manual and time consuming Managers often spend dozens of hours each month digging through code and tickets to evaluate engineers instead of focusing on coaching, strategy, and delivery. Hard to calculate R&D tax deductions Section 174 turned engineering classification into a financial issue. R&D capitalization directly affects EBITDA, tax exposure, and audit risk. ## Why integrations matter Go beyond code: Understanding your performance requires a 360º assessment. - ![](https://framerusercontent.com/images/AhMd5t8lqh2Fi5DsmizD3gcLLM.png?width=334&height=89) - ![](https://framerusercontent.com/images/Y1SQGRJb8RYoHmsSmt5jC7RFhuc.png?width=320&height=70) - ![](https://framerusercontent.com/images/15I1WZjGw8vsGRgQaW7ULo6hlLI.png?width=234&height=91) - ![](https://framerusercontent.com/images/H8iw2dA9M7CxF1MxLsRLvrWWrfw.png?width=316&height=79) - ![](https://framerusercontent.com/images/dAoSB3Rgt0UDw8IkUFN893unDpQ.png?width=318&height=111) - ![](https://framerusercontent.com/images/2XCc4OrX8bGY8fGnKEy8RKpo.png?width=320&height=103) - ![](https://framerusercontent.com/images/f3gUZs2zgs9YES3bt8ZeSkSUA.png?width=443&height=105) - ![](https://framerusercontent.com/images/zefyif4MEuP5EisWDAmtb5FP0.png?width=313&height=80) - ![](https://framerusercontent.com/images/CzxwLhUIfswWqpD0y4os2DtseXs.png?width=523&height=66) - ![](https://framerusercontent.com/images/5m8ckuvEKmg2NWDQwUs742S4E.png?width=374&height=80) - ![](https://framerusercontent.com/images/26FjDDownp7qnElLFlZdluXbAs.svg?width=248&height=48) Pensero connects your entire delivery ecosystem and transforms fragmented activity into structured, comparable execution signals. [Explore integrations](../) ## What Pensero delivers The platform that proves engineering value and AI impact. ![](https://framerusercontent.com/images/F83Ue0jm6tKcC4xKEHQAVlDpkAk.png?width=675&height=444) Make engineering performance measurable. Give leaders and engineers objective visibility into contribution, enabling fair and evidence-based performance discussions. ![](https://framerusercontent.com/images/0Nkh5AFSV26noLZqIEllkXOLMo.png?width=744&height=493) Learn if AI is improving performance. Track how AI-assisted development affects delivery speed, code quality, and team productivity. ![](https://framerusercontent.com/images/pa7uUteXPbqx4PVa0G9P9owJEJU.png?width=675&height=414) Quantify the hidden tax of technical debt. Discover how rework, defects, and maintenance effort reduce engineering capacity and delay feature delivery. ![](https://framerusercontent.com/images/UxyfBu8V8Xuuj6vplox7rLe34CI.png?width=1832&height=1260) Promote transparent conversations. Identify top-performing teams and detect early performance shifts using real delivery data. ![](https://framerusercontent.com/images/4cBF015nFNLiWrDZSsvXT8CC4M.png?width=675&height=444) Maximize R&D tax deductions with clear documentation. Automatically classify engineering work for R&D capitalization using real development activity data. ![](https://framerusercontent.com/images/2HI7MNo5H0H1wo85uwas1B5cxvI.png?width=675&height=444) Ensure engineering works on what actually matters. Quantify delivery alignment with roadmap priorities and make engineering investment decisions data-driven. ## Why Pensero Loved by executives. Trusted by managers and employees. Understand outcomes, not outputs. Measure quality, delivery, and collaboration to reveal meaningful engineering contributions. Identify human and AI contributions. See how human work and AI tools together influence delivery, quality, and productivity. Build transparency into performance conversations. Give engineers and managers shared, objective insights to enable fair discussions. Before Pensero "If you wanted to know how sales was doing, I could show you pipeline. If you wanted to know how marketing was doing, I could show you conversion rates. But when it came to engineering, I couldn't tell you if we were going faster or slower than before." After Pensero "Pensero is story points after the fact. With Pensero we go 4x faster." Andrew Eye, CEO and Founder, ClosedLoop Dive into the full story ## Pensero use cases A complete 360° view of engineering performance. Have a question? Let’s discuss it now! Have a question? Let’s discuss it now! [Book a call](../book-demo) Delivery performance ![](https://framerusercontent.com/images/TKXlrWT9HO0W7jMjdiYMQr1he0.svg?width=21&height=21) Filter data by team, sprint, or individual to see velocity, cycle time, and throughput in real-time. Identify bottlenecks and optimize resource allocation. AI impact measurement ![](https://framerusercontent.com/images/TKXlrWT9HO0W7jMjdiYMQr1he0.svg?width=21&height=21) Tax deduction and audit ![](https://framerusercontent.com/images/TKXlrWT9HO0W7jMjdiYMQr1he0.svg?width=21&height=21) Global team comparison ![](https://framerusercontent.com/images/TKXlrWT9HO0W7jMjdiYMQr1he0.svg?width=21&height=21) Delivery performance ![](https://framerusercontent.com/images/TKXlrWT9HO0W7jMjdiYMQr1he0.svg?width=21&height=21) Filter data by team, sprint, or individual to see velocity, cycle time, and throughput in real-time. Identify bottlenecks and optimize resource allocation. AI impact measurement ![](https://framerusercontent.com/images/TKXlrWT9HO0W7jMjdiYMQr1he0.svg?width=21&height=21) Tax deduction and audit ![](https://framerusercontent.com/images/TKXlrWT9HO0W7jMjdiYMQr1he0.svg?width=21&height=21) Global team comparison ![](https://framerusercontent.com/images/TKXlrWT9HO0W7jMjdiYMQr1he0.svg?width=21&height=21) Delivery performance ![](https://framerusercontent.com/images/TKXlrWT9HO0W7jMjdiYMQr1he0.svg?width=21&height=21) Filter data by team, sprint, or individual to see velocity, cycle time, and throughput in real-time. Identify bottlenecks and optimize resource allocation. AI impact measurement ![](https://framerusercontent.com/images/TKXlrWT9HO0W7jMjdiYMQr1he0.svg?width=21&height=21) Tax deduction and audit ![](https://framerusercontent.com/images/TKXlrWT9HO0W7jMjdiYMQr1he0.svg?width=21&height=21) Global team comparison ![](https://framerusercontent.com/images/TKXlrWT9HO0W7jMjdiYMQr1he0.svg?width=21&height=21) ### **WHY US** Why engineering teams choose Pensero. Most tools give you dashboard. Pensero gives you answers. While others track activity, Pensero measures real delivery impact. See how we compare to the tools you're already considering. [Jellyfish](../)[LinearB](../)[DX](../)[Haystack](../)[Span](../)[Swarmia](../)[Waydev](../) ## How it works Get started in minutes. See insights in hours. ###### 1 Hour Connect your stack and see months of performance data. What happens Connect GitHub, Jira, Slack in minutes AI structures work into measurable units Historical activity is ingested automaticall Outcomes A unified view of engineering work Clear visibility into what’s been delivered Immediate transparency across teams ###### 1 Day Identify what’s driving delivery and what’s slowing it down. What happens Delivery vs roadmap visibility AI contribution analysis Execution pattern insights Outcomes Bottlenecks become visible Reviews are grounded in evidence Early performance drag is detected ###### 1 Week Make engineering decisions with objective performance data. What happens Single source of execution truth Team-level performance comparison AI vs human contribution visibility Outcomes Board-ready reporting Confident promotion and capital decisions A scalable performance framework [Start your onboarding](../book-demo) ## No excuses on price We fit your needs. ### Starter Free Up to 5 users Upo to 5 users 1 code repository Delivery metrics Quality metrics Collaboration metrics 1 code repository AI Impact tracking Engineering investment tracking Team and individual reports 90-day data retention [Sign up](https://pensero.ai/auth/signup/) ### Growth $50 / seat / month Unlimited users Unlimited code repositories Everything in Starter SSO / SAML and directory sync API/MCP access 1-year data retention [Book a demo](../book-demo) ### Enterprise Custom Everything in Growth R&D capitalization On-prem and custom integrations Dedicated CSM and priority support Custom onboarding and training [Contact us](../) Get months of engineering performance data now. Stop making engineering decisions based on gut feel and anecdotes. Connect your tools in minutes and get 90 days of objective performance data. 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