Enterprise | Pensero [Let's talk](../../book-demo) [Login](/auth/login/) [Login](/auth/login/) [Let's talk](../../book-demo) [Login](/auth/login/) User adoption 92% 236 of 257 engineers 12 devs this quarter AI cost $4,425 extra spend, quarter to date 25% from last quarter Token efficiency 4.2k tokens per delivery point Defect rate 1.8% of total delivery 10.6pp improvement Token efficiency improving every week ↓ 4,218 tokens / pt today vs 10k+ in Nov NovDecJanFebMarAprMay Tokens per delivery point AI spend stays lean as adoption scales $4,425 total · $101.71 per engineer NovDecJanFebMarAprMay Weekly AI usage cost AI-assisted PRs now drive 82% of delivery 1,859 pts shipped with AI this quarter NovDecJanFebMarAprMay PR deliveryOOO lossAI-assisted trend Defects shrinking as AI usage rises From 12.4% → 1.8% defect rate since Nov NovDecJanFebMarAprMay Defect costBug fixingAI adoption Delivery Intelligence # Understand how engineering work creates business value. [Measure delivery through impact, not activity. Pensero gives engineering leaders complete visibility into how work flows across the organization, where value is created, and what slows delivery down.](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) ## Measure meaningful engineering impact ## Built with enterprise security and compliance at its core Go beyond commit and pull request counts by measuring the magnitude and complexity of the work delivered. Filter out boilerplate and repetitive changes so you can see the true business value your engineering teams create. Magnitude and complexity scoring Business value measurement Boilerplate filtering ![](https://framerusercontent.com/images/ggwTGZOknJMrZusTUdmcFhO18.png?width=2416&height=1360) `feature name` ## Built with enterprise security and compliance at its core Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. - Short main bullet point - Short main bullet point - Short main bullet point ![](https://framerusercontent.com/images/ggwTGZOknJMrZusTUdmcFhO18.png?width=2416&height=1360) ![](https://framerusercontent.com/images/l4mfmld3TSpIIuRYpK93nahl0c.png?width=2416&height=1360) ## Understand where engineering effort goes Break engineering work down across feature development, technical debt, maintenance, bugs, infrastructure, and AI initiatives. See exactly how your engineering capacity lines up with strategic priorities. Work categorization Engineering capacity allocation Strategic initiative tracking ## Go deeper on how delivery actually flows ## Go deeper on how delivery actually flows Strategic alignment tracking Cycle time & flow optimization Bottleneck detection Delivery dashboard 01/04 Ensure teams are building what matters Connect engineering work to company objectives and strategic initiatives, so you know whether effort is focused on the projects that drive the greatest business impact. Initiative alignment Delivery by objective Strategic progress visibility ![](https://framerusercontent.com/images/g2b4LpMSwyMRLMYnNOl7AnoCGSA.png?width=2600&height=1800) Strategic alignment tracking Cycle time & flow optimization Bottleneck detection Delivery dashboard Ensure teams are building what matters Connect engineering work to company objectives and strategic initiatives, so you know whether effort is focused on the projects that drive the greatest business impact. Initiative alignment Delivery by objective Strategic progress visibility ![](https://framerusercontent.com/images/g2b4LpMSwyMRLMYnNOl7AnoCGSA.png?width=2600&height=1800) ## The full AI lens Adoption & usage tracking Track the share of merged code that's AI-assisted and how many developers are actually using their tools, week over week. Daily extra costs Track the additional cost of AI tool usage across your org, broken down by period and each developer. Model usage breakdown Know which AI coding tools are being used broken down by AI models. ## Your tertiary features main headline There are many variations of passages of Lorem Ipsum available, but the majority have suffered 3 Level features There are many variations of passages of Lorem Ipsum available, but the majority have suffered Adoption & usage tracking Track the share of merged code that's AI-assisted and how many. Adoption & usage tracking Track the share of merged code that's AI-assisted and how many. "Pensero is why you want to work here." Andrew Eye CEO & Founder, ClosedLoop [Read Story](../../book-demo) "Pensero is why you want to work here." Andrew Eye CEO & Founder, ClosedLoop [Read Story](../../book-demo) ## Questions finance teams ask Does Pensero replace our CPA or tax advisor? Does this support both GAAP capitalization and Section 174 / 174A? How does Pensero handle domestic vs foreign engineering costs? How complex is implementation? ## More on Pensero's platform ## More on Pensero's platform Pillar name One liner pillar description max. Pillar name One liner pillar description max. Pillar name One liner pillar description max. Pillar name One liner pillar description max. 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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