Software CapEx & R&D Capitalization Analysis | Pensero

































 








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Capitalizable

Exceeding

78.1%

of total delivery, QTD

up 9.8 pts vs prev. period

Capitalizable value

Exceeding

$1.37M

attributable salary, QTD

+12.3% vs prev. period

Total comp tracked

$1.76M

across 178 engineers, QTD

100% attribution coverage

Non-capitalizable

Watch

$388K

operations & maintenance

+2.1% vs prev. period

Capitalizable share rising every quarter

From 62% → 78.1% cap rate since November

NovDecJanFebMarAprMay

CapitalizableNon-capitalizableCap % trend

Where the value goes

By work category, QTD

Capitalizable · $1.37M

New features$862K

Improvements$508K

Non-capitalizable · $388K

KTLO$221K

Performance$126K

Other$41K

Epic

% cap

Cap. value

Multi-tenant SSO integration

100%

$168.2K

Usage-based billing engine

100%

$124.6K

Customer onboarding redesign

94%

$116.3K

API rate limiter & throttling

71%

$93.1K

Webhook event delivery system

100%

$78.8K

Employee

% cap

Cap. value

MJ

Marcus Johnson

99.1%

—

SD

Sophie Durand

96.9%

$12.8K

CM

Carlos Medina

94.2%

$12.6K

PS

Priya Sharma

93.1%

$12.4K

BL

Bryan Lee

89.5%

$11.9K

Capex

# Turn engineering activity into finance-ready analysis.

# Turn engineering activity into finance-ready analysis.

# Turn engineering activity into finance-ready analysis.

[Track capitalized versus expensed work across humans, assistants and agents. Understand the real cost of every initiative, with audit-ready reporting grounded in actual delivery, not manual tagging.](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)

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Measuring the agentic workforce at fast-growing companies around the world

![](/framerusercontent/images/LrmBEKC0Q6CjW5xLnu8RW8kQpQ.png?width=7497&height=1558)

![](/framerusercontent/images/h71Cxx5XNRzbG2MehCqIfB4U7fs.png?width=112&height=256)

![](/framerusercontent/images/ionZouKGJUi714ZQaqtoeu1Grs.png?width=116&height=256)

![](/framerusercontent/images/YfZGGEysCcvTIMYbcMsh9i5lwFQ.png?width=7497&height=1958)

![](/framerusercontent/images/jgGyW1O7xXfMV3i8WPVG6Rcgs4.png?width=4031&height=1165)

Measuring the agentic workforce at fast-growing companies around the world

![](/framerusercontent/images/LrmBEKC0Q6CjW5xLnu8RW8kQpQ.png?width=7497&height=1558)

![](/framerusercontent/images/h71Cxx5XNRzbG2MehCqIfB4U7fs.png?width=112&height=256)

![](/framerusercontent/images/ionZouKGJUi714ZQaqtoeu1Grs.png?width=116&height=256)

![](/framerusercontent/images/YfZGGEysCcvTIMYbcMsh9i5lwFQ.png?width=7497&height=1958)

![](/framerusercontent/images/jgGyW1O7xXfMV3i8WPVG6Rcgs4.png?width=4031&height=1165)

## Engineering costs, finally visible

## Engineering costs, finally visible

## Engineering costs, finally visible

Engineering CapEx reporting

![](/framerusercontent/images/XIi3olz2kG2fjRT5ctZqyuatU.png?width=705&height=540)

![](/framerusercontent/images/XIi3olz2kG2fjRT5ctZqyuatU.png?width=705&height=540)

Capitalize work, automatically

Replace manual tagging and spreadsheets with continuous, evidence-based classification of capitalizable versus expensed work, whether it was delivered by an engineer, an assistant or an agent.

Capitalized vs expensed work tracking

Project-level visibility

Human and agent work classification

R&D capitalization compliance

![](/framerusercontent/images/cUDffHxaJ9ps5hW0wivS85Funs.png?width=705&height=540)

![](/framerusercontent/images/cUDffHxaJ9ps5hW0wivS85Funs.png?width=705&height=540)

Audit-ready, out of the box

Generate finance-ready reports backed by real artifacts, commits, PRs, tickets, delivery activity and agent output. Built for consistency and traceability.

Audit-ready reporting

Engineering evidence trails

Finance and compliance visibility

Cost attribution & allocation

![](/framerusercontent/images/Qo78JmQck59RbhO6LLc3QrEJqY.png?width=705&height=540)

![](/framerusercontent/images/Qo78JmQck59RbhO6LLc3QrEJqY.png?width=705&height=540)

Know where the money goes

See how engineering investment distributes across projects, teams, features and maintenance including what you spend on agents and AI tooling, and what it returned per unit of delivered work.

Project and initiative cost allocation

Maintenance vs innovation breakdown

Human, agent and tooling investment visibility

Finance-ready reporting

![](/framerusercontent/images/yUsuCKZKBhO2i2YCnjYuTp8uVWA.png?width=705&height=540)

![](/framerusercontent/images/yUsuCKZKBhO2i2YCnjYuTp8uVWA.png?width=705&height=540)

Reports CFOs actually trust

Turn delivery data into structured financial reporting, both human and agent, without asking engineering teams to change how they work.

CFO-ready reporting

Exportable finance reports

Continuous reporting visibility

"We went from 70% to 30% maintenance — it's where we want it to be."

Ignasi Vegas

Co-founder & CEO, Cubbo

[Read Story](https://pensero.ai/customers/cubbo?utm_source=linkedin&utm_medium=social&utm_campaign=323417278&hubspotutk=e40903bd0b8d5758186f58fdc5d69ab6&ph_distinct_id=019c72b0-8f9f-7931-8af6-7a9b8f92d864&ph_session_id=019f4215-148b-792a-83cd-bd25947c433a&ph_source=framer_landing)

"I'll pay for every AI tool you want. What I ask in return is: show me how you're going faster."

Andrew Eye

CEO & Founder, ClosedLoop

[Read Story](https://pensero.ai/customers/closedloop?utm_source=linkedin&utm_medium=social&utm_campaign=323417278&hubspotutk=e40903bd0b8d5758186f58fdc5d69ab6&ph_distinct_id=019c72b0-8f9f-7931-8af6-7a9b8f92d864&ph_session_id=019f4215-148b-792a-83cd-bd25947c433a&ph_source=framer_landing)

## Questions finance teams ask

## Questions finance teams ask

## 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 quickly can we start seeing useful data?

## More on Pensero's platform

## More on Pensero's platform

## More on Pensero's platform

[Agentic ROI

Measure the return on agentic AI spend.](./agentic-roi)

[Agentic ROI

Measure the return on agentic AI spend.](./agentic-roi)

[AI Deployment

Understand the true impact of AI on engineering performance.](./ai-deployment)

[Delivery Intelligence

See how work actually moves across teams and tools.](./delivery-intelligence)

[Delivery Intelligence

See how work actually moves across teams and tools.](./delivery-intelligence)

[Code Quality

Track maintainability, defects, and rework over time.](./code-quality)

[Code Quality

Track maintainability, defects, and rework over time.](./code-quality)

[Talent & Benchmarking

Benchmark and calibrate engineering performance fairly.](./talent-benchmarking)

See the product in action

See the product in action

See the product in action

## See your engineering spend classified automatically

## See your engineering spend classified automatically

Get a 20 minute walkthrough of the CapEx and R&E report.

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© 2026

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[Agentic ROI](./agentic-roi)

[AI Deployment](./ai-deployment)

[Delivery Intelligence](./delivery-intelligence)

new

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[CTOs](../use-cases/roles-cto)

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