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 spend. Classified. Defensible. **Automatically convert engineering activity into CapEx, OpEx, and R&E attribution backed by real delivery artifacts.** No estimates. No manual reconstruction. Let's talk ![](https://framerusercontent.com/images/wzCJ6j9t8A376940aK5ZJyQDUIg.png?width=4770&height=3136) # Engineering spend. Classified. Defensible. **Automatically convert engineering activity into CapEx, OpEx, and R&E attribution backed by real delivery artifacts.** No estimates. No manual reconstruction. Let's talk ![](https://framerusercontent.com/images/wzCJ6j9t8A376940aK5ZJyQDUIg.png?width=4770&height=3136) # Engineering spend. Classified. Defensible. **Automatically convert engineering activity into CapEx, OpEx, and R&E attribution backed by real delivery artifacts.** No estimates. No manual reconstruction. Let's talk ![](https://framerusercontent.com/images/wzCJ6j9t8A376940aK5ZJyQDUIg.png?width=4770&height=3136) Companies that trust Pensero - ![](https://framerusercontent.com/images/h71Cxx5XNRzbG2MehCqIfB4U7fs.png?width=112&height=256) - ![](https://framerusercontent.com/images/ionZouKGJUi714ZQaqtoeu1Grs.png?width=116&height=256) - ![](https://framerusercontent.com/images/UiC2Ux5hVDNyzQdp8UdkmdhA1U.png?width=996&height=352) - ![](https://framerusercontent.com/images/YfZGGEysCcvTIMYbcMsh9i5lwFQ.png?width=7497&height=1958) - ![](https://framerusercontent.com/images/PyVQgRkIqilERRNYrdCrJ2Owh4.png?width=1511&height=415) - ![](https://framerusercontent.com/images/LrmBEKC0Q6CjW5xLnu8RW8kQpQ.png?width=7497&height=1558) - ![](https://framerusercontent.com/images/jgGyW1O7xXfMV3i8WPVG6Rcgs4.png?width=4031&height=1165) ### **Turn engineering signals into****finance ready allocation** ### **Turn engineering signals into****finance ready allocation** Engineering is one of the largest costs center. But most companies still allocate it using spreadsheets. Pensero turns engineering work into continuous, defensible cost attribution. Stronger financial outcomes **Benefit** 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/sY0TrNozcP4wkFahPwcgwBVsck.png?width=2824&height=2388) Stronger financial outcomes **Benefit** 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/sY0TrNozcP4wkFahPwcgwBVsck.png?width=2824&height=2388) ![](https://framerusercontent.com/images/Z6MibCDtj59qUURqmzwPpXxx0Y.png?width=2824&height=2232) Audit-ready capitalization **Benefit** Eliminate subjective allocations and fragile documentation. **How Pensero delivers** - Connects compensation to pull requests, commits, and work items - Allocates cost by initiative and contributor - Generates defensible CapEx vs OpEx splits - Exports audit-ready reports (CSV + API) No timesheets. No manual tagging. ![](https://framerusercontent.com/images/Z6MibCDtj59qUURqmzwPpXxx0Y.png?width=2824&height=2232) Audit-ready capitalization **Benefit** Eliminate subjective allocations and fragile documentation. **How Pensero delivers** - Connects compensation to pull requests, commits, and work items - Allocates cost by initiative and contributor - Generates defensible CapEx vs OpEx splits - Exports audit-ready reports (CSV + API) No timesheets. No manual tagging. Section 174 / 174A support **Benefit** Navigate the 2022–2025 tax changes with structured, geography-aware allocation. **How Pensero delivers** - Geography-aware team structure with office-level attribution - Maps salary to R&E-eligible work - Produces reproducible allocation logic - Classifies and documents capitalizable engineering work for 174 compliance “We estimated percentages” won’t survive scrutiny. Artifact-based attribution will. ![](https://framerusercontent.com/images/wXLtSYeq71TvgpcYa29iD1IU6s.png?width=1848&height=1756) Section 174 / 174A support **Benefit** Navigate the 2022–2025 tax changes with structured, geography-aware allocation. **How Pensero delivers** - Geography-aware team structure with office-level attribution - Maps salary to R&E-eligible work - Produces reproducible allocation logic - Classifies and documents capitalizable engineering work for 174 compliance “We estimated percentages” won’t survive scrutiny. Artifact-based attribution will. ![](https://framerusercontent.com/images/wXLtSYeq71TvgpcYa29iD1IU6s.png?width=1848&height=1756) ![](https://framerusercontent.com/images/iEhUSPMS9fNY2ZepBzyEn2CvfU.png?width=2824&height=2104) Continuous documentation, not year-end fire drills **Benefit** Replace retrospective reconciliation with ongoing evidence. **How Pensero delivers** - Continuous work-level traceability - Initiative-level investment breakdown - Contributor-level cost visibility - Structured documentation for audit and diligence Automated after integration. ![](https://framerusercontent.com/images/iEhUSPMS9fNY2ZepBzyEn2CvfU.png?width=2824&height=2104) Continuous documentation, not year-end fire drills **Benefit** Replace retrospective reconciliation with ongoing evidence. **How Pensero delivers** - Continuous work-level traceability - Initiative-level investment breakdown - Contributor-level cost visibility - Structured documentation for audit and diligence Automated after integration. Security & privacy **Pensero is built on strict data boundaries.** - We do not store raw code or AI prompts - Only explicitly connected items are analyzed - Access is controlled and auditable - Data handling aligns with enterprise security standards Your engineering intellectual property remains protected. ![](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) ### See your engineering spend classified automatically Get a 20-minute walkthrough of the CapEx & R&E report. [Let's talk](../book-demo) ### See your engineering spend classified automatically Get a 20-minute walkthrough of the CapEx & R&E report. [Let's talk](../book-demo) 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? 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