Engineering spend. Classified. Defensible. [Login](/auth/login/) [Let's talk](../book-demo) [Login](/auth/login/) [Let's talk](../book-demo) [Let's talk](../book-demo) [Login](/auth/login/) ENGINEERING CAPITALIZATION # Engineering spend. Classified. Defensible. # Engineering spend. Classified. Defensible. Automatically convert engineering activity into CapEx, OpEx, and R&E attribution backed by real delivery artifacts. Automatically convert engineering activity into CapEx, OpEx, and R&E attribution backed by real delivery artifacts. No estimates No manual reconstruction [Let's talk](../book-demo) No surveys No surveillance From work you already do ![](https://framerusercontent.com/images/JbcgSo8r26UqrPNLqJ4u8Un5gc.png?width=4480&height=2820) 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) THE SHIFT THE SHIFT ## Turn engineering signals into **finance-ready allocation.** ## Turn engineering signals into **finance-ready allocation.** Engineering is one of the largest cost centers in the company. But most teams still allocate it with spreadsheets. Pensero turns engineering work into continuous, defensible cost attribution. Outcome Capitalization Tax Documentation 01/04 Stronger financial outcomes Protect EBITDA, reduce audit exposure, and strengthen valuation narrative. How Pensero delivers Eliminates weeks of manual allocation work Improves R&D intensity reporting Enables faster diligence response Engineering spend becomes measurable, defensible capital allocation. ![](https://framerusercontent.com/images/YvOnHrgGjKlBg9ORqASb5mu8MQ.png?width=2600&height=2160) 01/04 Stronger financial outcomes Protect EBITDA, reduce audit exposure, and strengthen valuation narrative. How Pensero delivers Eliminates weeks of manual allocation work Improves R&D intensity reporting Enables faster diligence response Engineering spend becomes measurable, defensible capital allocation. ![](https://framerusercontent.com/images/YvOnHrgGjKlBg9ORqASb5mu8MQ.png?width=2600&height=2160) Outcome Capitalization Tax Documentation 01/04 Stronger financial outcomes Protect EBITDA, reduce audit exposure, and strengthen valuation narrative. How Pensero delivers Eliminates weeks of manual allocation work Improves R&D intensity reporting Enables faster diligence response Engineering spend becomes measurable, defensible capital allocation. ![](https://framerusercontent.com/images/YvOnHrgGjKlBg9ORqASb5mu8MQ.png?width=2600&height=2160) 01/04 Stronger financial outcomes Protect EBITDA, reduce audit exposure, and strengthen valuation narrative. How Pensero delivers Eliminates weeks of manual allocation work Improves R&D intensity reporting Enables faster diligence response Engineering spend becomes measurable, defensible capital allocation. ![](https://framerusercontent.com/images/YvOnHrgGjKlBg9ORqASb5mu8MQ.png?width=2600&height=2160) SECURITY & PRIVACY SECURITY & PRIVACY ## Built on strict data boundaries Your engineering intellectual property remains protected. Your engineering IP stays yours ![](https://framerusercontent.com/images/w14AA6RS1cukCNEbh3KA7Lrgj8M.png?width=228&height=256) ![](https://framerusercontent.com/images/zCbTSOO1qI7qjFOgKOdW1me44.png?width=228&height=256) ![](https://framerusercontent.com/images/sF1gH1J2NlNzxgA8iYUgt0kGY.png?width=228&height=256) Designed to meet strict SOC 2 Type II standards, follows GDPR principles to protect personal data, and supports HIPAA requirements for sensitive information. 01 We do not store raw code or AI prompts We do not store raw code or AI prompts 02 Only explicitly connected items are analyzed 03 Access is controlled and auditable 04 Data handling aligns with enterprise security standards How it works ## Get started in minutes. See insights in hours. Connect your stack. See months of history from day one. 1 hour Connect & Structure Integrates repositories, tickets and messages automatically so AI can break work into measurable units, giving your team a unified, transparent view of everything delivered. 1 day Analyze & Detect Surface delivery vs roadmap gaps, AI contribution patterns, and execution insights so bottlenecks and early performance drag become visible through evidence-based reviews. 1 week Report & Decide Establish a single source of execution truth with team-level and AI vs human performance comparisons, enabling board-ready reporting and confident, scalable capital decisions. FAQ ## 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? # See your engineering spend classified automatically # See your engineering spend classified automatically # See your engineering spend classified automatically Get a 20-minute walkthrough of the CapEx & R&E report. Get a 30-minute walkthrough of the CapEx & R&E report. [Let's talk](../book-demo) [![](https://framerusercontent.com/images/z03A3BTgz0Jcy4NepoQCdWdYL7Q.svg?width=125&height=125)](https://productsthatcount.org/the-product-awards/) Pensero awarded 2025 Q4 Product Award by Products That Count [Learn more](https://productsthatcount.org/the-product-awards-2025-q4/) [![](https://framerusercontent.com/images/1v1teeWpH0SzUYk5hDKcYFScErY.png?width=180&height=180)](../) © 2026 [Careers](../careers) [Blog](../blog) [Privacy policy](../privacy-policy) [Cookie policy](../cookie-policy) [Terms of service](../terms) [DPA](../dpa) [LinkedIn](https://www.linkedin.com/company/penseroai/) [Support](../support) [Security](https://pensero.trust.site/?ph_distinct_id=undefined&ph_session_id=undefined&ph_source=framer_landing) ![](https://framerusercontent.com/images/iXlw4NDLGJLJbTHbLklPOeLqP5o.svg?width=102&height=20) [![](https://framerusercontent.com/images/1v1teeWpH0SzUYk5hDKcYFScErY.png?width=180&height=180)](../) © 2026 [Careers](../careers) [Blog](../blog) [Privacy policy](../privacy-policy) [Cookie policy](../cookie-policy) [Terms of service](../terms) [DPA](../dpa) [LinkedIn](https://www.linkedin.com/company/penseroai/) [Support](../support) [Security](https://pensero.trust.site/?ph_distinct_id=undefined&ph_session_id=undefined&ph_source=framer_landing) ![](https://framerusercontent.com/images/iXlw4NDLGJLJbTHbLklPOeLqP5o.svg?width=102&height=20) [![](https://framerusercontent.com/images/1v1teeWpH0SzUYk5hDKcYFScErY.png?width=180&height=180)](../) © 2026 [Careers](../careers) [Blog](../blog) [Privacy policy](../privacy-policy) [Cookie policy](../cookie-policy) [Terms of service](../terms) [DPA](../dpa) [LinkedIn](https://www.linkedin.com/company/penseroai/) [Support](../support) [Security](https://pensero.trust.site/?ph_distinct_id=undefined&ph_session_id=undefined&ph_source=framer_landing) ![](https://framerusercontent.com/images/iXlw4NDLGJLJbTHbLklPOeLqP5o.svg?width=102&height=20)