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

No manual reconstruction

No estimates

Trusted by fast-growing companies around the world

Trusted by fast-growing companies around the world

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.

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.

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.

02/04

Audit-ready capitalization

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.

03/04

Section 174/174A support

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.

04/04

Continuous documentation, not year-end fire drills

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

SECURITY & PRIVACY

Built on strict data boundaries

Your engineering intellectual property remains protected.

Your engineering IP stays yours

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.

Pensero awarded 2025 Q4 Product Award by Products That Count