User adoption
92%
236 of 257 engineers
12 devs this quarter
AI cost
$4,425
extra spend, quarter to date
25% from last quarter
Token efficiency
4.2k
tokens per delivery point
Defect rate
1.8%
of total delivery
10.6pp improvement
Token efficiency improving every week
↓ 4,218 tokens / pt today vs 10k+ in Nov
NovDecJanFebMarAprMay
Tokens per delivery point
AI spend stays lean as adoption scales
$4,425 total · $101.71 per engineer
NovDecJanFebMarAprMay
Weekly AI usage cost
AI-assisted PRs now drive 82% of delivery
1,859 pts shipped with AI this quarter
NovDecJanFebMarAprMay
PR deliveryOOO lossAI-assisted trend
Defects shrinking as AI usage rises
From 12.4% → 1.8% defect rate since Nov
NovDecJanFebMarAprMay
Defect costBug fixingAI adoption

Trusted by fast-growing companies around the world

Trusted by fast-growing companies around the world

Measure meaningful engineering impact

Built with enterprise security and compliance
at its core

Go beyond commit and pull request counts by measuring the magnitude and complexity of the work delivered. Filter out boilerplate and repetitive changes so you can see the true business value your engineering teams create.

Magnitude and complexity scoring

Business value measurement

Boilerplate filtering

feature name

Built with enterprise security and compliance
at its core

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.

  • Short main bullet point

  • Short main bullet point

  • Short main bullet point

Understand where engineering effort goes

Break engineering work down across feature development, technical debt, maintenance, bugs, infrastructure, and AI initiatives. See exactly how your engineering capacity lines up with strategic priorities.

Work categorization

Engineering capacity allocation

Strategic initiative tracking

Go deeper on how
delivery actually flows

Go deeper on how
delivery actually flows

Strategic alignment tracking

Cycle time & flow optimization

Bottleneck detection

Delivery dashboard

01/04

Ensure teams are building what matters

Connect engineering work to company objectives and strategic initiatives, so you know whether effort is focused on the projects that drive the greatest business impact.

Initiative alignment

Delivery by objective

Strategic progress visibility

Strategic alignment tracking

Cycle time & flow optimization

Bottleneck detection

Delivery dashboard

Ensure teams are building what matters

Connect engineering work to company objectives and strategic initiatives, so you know whether effort is focused on the projects that drive the greatest business impact.

Initiative alignment

Delivery by objective

Strategic progress visibility

Recognize contributions beyond code

Individual contribution visibility

See each person's real impact in context, not just raw output.

Cross-team enablement

Surface the work that unblocks and accelerates other teams.

Business outcome attribution

Tie engineering contribution back to the outcomes it drives.

One view of delivery, from commit to business impact

Every signal in one place, so leaders can see what's moving, what's stuck, and what it's worth.

Activity to impact

Translate raw engineering activity into the value it actually creates.

Team to initiative

Follow effort from individual work up to the strategic initiative it serves.

Live to historical

See delivery as it happens and how it has trended over time.

"It's the lighthouse of our engineering team."

Ignasi Vegas

CEO & Co-founder. Cubbo

Pensero is my compass in order to know where the team is heading to."

Jordi Miró

CTO, Zynap

Questions engineering leaders ask

How is this different from DORA or flow metrics?

Does this require my team to change how they work?

Can Pensero measure contribution that isn't code?

How quickly do we see useful signal?

See the product in action

See the product in action

Turn raw engineering
activity into actionable insight

Turn raw engineering
activity into actionable insight

Turn raw engineering
activity into actionable insight

Know what's working, fix what's not, and make
better decisions with confidence.

Know what's working, fix what's not, and make better decisions with confidence.