ROI Calculator: Engineering & AI ROI | Pensero[Skip to content](#main) [Pensero](/) for [Consulting firms](/)[Enterprise](/enterprise) - Platform Measure - [Next movesWhat to improve next](/platform/next-moves) - [Agentic ROICost per delivery point](/platform/agentic-roi) - [AI DeploymentAdoption, output and quality of AI](/platform/ai-intelligence) - [Delivery IntelligenceDelivery points by team](/platform/delivery-intelligence) Govern - [Agent Traffic ControlAgent usage and model routing](/platform/agent-traffic-control) - [BenchmarkingCompare teams and agents](/platform/talent-benchmarking) - [Code QualityDefects and rework by source](/platform/code-quality) - [CapEx & FinanceCapitalization and spend allocation](/platform/capex-analysis) [Pensero MCPNewYour next moves in any assistant](/platform/mcp) - Use cases By role - [CEOs](/use-cases/roles-ceo) - [CTOs](/use-cases/roles-cto) - [CFOs](/use-cases/roles-cfo) - [Product leaders](/use-cases/roles-product-leaders) - [Engineering managers](/use-cases/roles-engineering-managers) - [Procurement](/use-cases/roles-procurement) - [Service providers](/use-cases/service-providers) - [Investors](/use-cases/roles-investors) Compare Pensero - [DX](/use-cases/competitors-dx) - [Swarmia](/use-cases/competitors-swarmia) - [Haystack](/use-cases/competitors-haystack) - [Span](/use-cases/competitors-span) - [Jellyfish](/use-cases/competitors-jellyfish) - [Waydev](/use-cases/competitors-waydev) - [LinearB](/use-cases/competitors-linearb) - [Faros AI](/use-cases/competitors-farosai) - [Larridin](/use-cases/competitors-larridin) - [Weave](/use-cases/competitors-weave) - [Exceeds AI](/use-cases/competitors-exceeds-ai) - [How it works](/consulting/how-it-works) - [How it works](/how-it-works) - [Customers](/customers) - [Pricing](/enterprise#pricing) - ResourcesMore Use cases By role - [CEOs](/use-cases/roles-ceo) - [CTOs](/use-cases/roles-cto) - [CFOs](/use-cases/roles-cfo) - [Product leaders](/use-cases/roles-product-leaders) - [Engineering managers](/use-cases/roles-engineering-managers) - [Procurement](/use-cases/roles-procurement) - [Service providers](/use-cases/service-providers) - [Investors](/use-cases/roles-investors) Compare Pensero - [DX](/use-cases/competitors-dx) - [Swarmia](/use-cases/competitors-swarmia) - [Haystack](/use-cases/competitors-haystack) - [Span](/use-cases/competitors-span) - [Jellyfish](/use-cases/competitors-jellyfish) - [Waydev](/use-cases/competitors-waydev) - [LinearB](/use-cases/competitors-linearb) - [Faros AI](/use-cases/competitors-farosai) - [Larridin](/use-cases/competitors-larridin) - [Weave](/use-cases/competitors-weave) - [Exceeds AI](/use-cases/competitors-exceeds-ai) - [Customers](/customers) - [How it works](/consulting/how-it-works) - [How it works](/how-it-works) - [AboutThe team, and how we run on Pensero](/about) - [BlogNews, tips, and dev culture](/blog) - [Help CenterGuides for setup, integrations and security](https://help.pensero.ai) [Log in](/auth/login/)[Become a partner](https://calendar.app.google/8eCdC2RrquyQpncq7)[Book a scoping session](https://calendar.app.google/ZBxweeMGhrMVQkJn9) [Log in](/auth/login/)[Become a partner](https://calendar.app.google/8eCdC2RrquyQpncq7)[Book a scoping session](https://calendar.app.google/ZBxweeMGhrMVQkJn9) ROI calculator 2026 # See what Pensero is worth to your team. Pensero quantifies the financial impact of engineering performance improvements and AI adoption, using real delivery data to measure productivity gains, quality improvements, and AI ROI. ## Engineering teams already measuring with Pensero - ![Perk](/assets/perk.DIhhlz_V.svg) - [![ClosedLoop](/assets/closedloop.LndNNhWa.svg)](/customers/closedloop) - [![Stord](/assets/stord.BXJiX-0z.svg)](/customers/stord) - ![Tuio](/assets/tuio.DIcICsWC.svg) - [![Persuit](/assets/persuit.qooajJ_O.svg)](/customers/persuit) - [![SEAT CODE](/assets/seat-code.Y7Tj-94e.svg)](/customers/seatcode) - [![Cubbo](/assets/cubbo.DrZVo-Jj.svg)](/customers/cubbo) - ![Elfie](/assets/elfie.CMU2D-DP.svg) - ![Caravelo](/assets/caravelo.Bqd9IFLJ.svg) - ![ShopMy](/assets/shopmy.CzXp_cHg.svg) - ![iAhorro](/assets/iahorro.1UZLRwjC.svg) - ![Hum Capital](/assets/hum.DEUDy0_m.svg) - [![Exoticca](/assets/exoticca.PyF3BVAE.svg)](/customers/exoticca) - [![Zynap](/assets/zynap.Bwa6Rd5C.svg)](/customers/zynap) - ![Perk](/assets/perk.DIhhlz_V.svg) - [![ClosedLoop](/assets/closedloop.LndNNhWa.svg)](/customers/closedloop) - [![Stord](/assets/stord.BXJiX-0z.svg)](/customers/stord) - ![Tuio](/assets/tuio.DIcICsWC.svg) - [![Persuit](/assets/persuit.qooajJ_O.svg)](/customers/persuit) - [![SEAT CODE](/assets/seat-code.Y7Tj-94e.svg)](/customers/seatcode) - [![Cubbo](/assets/cubbo.DrZVo-Jj.svg)](/customers/cubbo) - ![Elfie](/assets/elfie.CMU2D-DP.svg) - ![Caravelo](/assets/caravelo.Bqd9IFLJ.svg) - ![ShopMy](/assets/shopmy.CzXp_cHg.svg) - ![iAhorro](/assets/iahorro.1UZLRwjC.svg) - ![Hum Capital](/assets/hum.DEUDy0_m.svg) - [![Exoticca](/assets/exoticca.PyF3BVAE.svg)](/customers/exoticca) - [![Zynap](/assets/zynap.Bwa6Rd5C.svg)](/customers/zynap) - ![Perk](/assets/perk.DIhhlz_V.svg) - [![ClosedLoop](/assets/closedloop.LndNNhWa.svg)](/customers/closedloop) - [![Stord](/assets/stord.BXJiX-0z.svg)](/customers/stord) - ![Tuio](/assets/tuio.DIcICsWC.svg) - [![Persuit](/assets/persuit.qooajJ_O.svg)](/customers/persuit) - [![SEAT CODE](/assets/seat-code.Y7Tj-94e.svg)](/customers/seatcode) - [![Cubbo](/assets/cubbo.DrZVo-Jj.svg)](/customers/cubbo) - ![Elfie](/assets/elfie.CMU2D-DP.svg) - ![Caravelo](/assets/caravelo.Bqd9IFLJ.svg) - ![ShopMy](/assets/shopmy.CzXp_cHg.svg) - ![iAhorro](/assets/iahorro.1UZLRwjC.svg) - ![Hum Capital](/assets/hum.DEUDy0_m.svg) - [![Exoticca](/assets/exoticca.PyF3BVAE.svg)](/customers/exoticca) - [![Zynap](/assets/zynap.Bwa6Rd5C.svg)](/customers/zynap) - ![Perk](/assets/perk.DIhhlz_V.svg) - [![ClosedLoop](/assets/closedloop.LndNNhWa.svg)](/customers/closedloop) - [![Stord](/assets/stord.BXJiX-0z.svg)](/customers/stord) - ![Tuio](/assets/tuio.DIcICsWC.svg) - [![Persuit](/assets/persuit.qooajJ_O.svg)](/customers/persuit) - [![SEAT CODE](/assets/seat-code.Y7Tj-94e.svg)](/customers/seatcode) - [![Cubbo](/assets/cubbo.DrZVo-Jj.svg)](/customers/cubbo) - ![Elfie](/assets/elfie.CMU2D-DP.svg) - ![Caravelo](/assets/caravelo.Bqd9IFLJ.svg) - ![ShopMy](/assets/shopmy.CzXp_cHg.svg) - ![iAhorro](/assets/iahorro.1UZLRwjC.svg) - ![Hum Capital](/assets/hum.DEUDy0_m.svg) - [![Exoticca](/assets/exoticca.PyF3BVAE.svg)](/customers/exoticca) - [![Zynap](/assets/zynap.Bwa6Rd5C.svg)](/customers/zynap) 01 Tell us about your org Number of engineersFTE −+ Fully-loaded cost / engineerSalary + overhead US$/yr Annual AI tooling spendOptional US$/yr Your current annual engineering + AI spend US$ 10.0M 02 What Pensero gives back Productivity gain you act onfor one year 15%Conservative20%Moderate25%Ambitious Calculate my ROI → Those percentages are the productivity our portfolio companies reclaim with Pensero's full visibility into engineering and the data-informed decisions that follow. ƒHow we calculate this▼ Engineer time recovered AI tooling savings Estimated annual savings Assumptions based on Pensero platform benchmarks across portfolio companies. All calculations are illustrative; validated figures available upon completion of a Pensero Discovery session. Where’s the pressure coming from right now? Tell us where it hurts most. We’ll frame the session around that. I can’t see what AI is actually costing usAI is shipping code, but quality’s slippingWe’re moving, but I can’t prove we’re fasterMy board’s asking and I don’t have the numberSomething else A 30-minute session Built around your stack and your numbers. No prep required. ROI estimate ready ## Send your ROI estimate to your inbox. Enter your work email and company name. We’ll send the full calculator results directly to your inbox. Work emailCompany name Your ROI estimate is on its way. Check your inbox shortly. Send my ROI estimate No results are shown on this page. Your estimate will be emailed to the address above. Assumptions based on companies running Pensero. All calculations are illustrative; validated figures available upon completion of a Pensero Discovery session. © 2026 Product shots use illustrative data. 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