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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

Tokens per delivery point

AI spend stays lean as adoption scales

$4,425 total · $101.71 per engineer

Weekly AI usage cost

AI-assisted PRs now drive 82% of delivery

1,859 pts shipped with AI this quarter

PR deliveryOOO lossAI-assisted trend

Defects shrinking as AI usage rises

From 12.4% → 1.8% defect rate since Nov

Defect costBug fixingAI adoption

agentic roi

Prove what your agentic investment returned.

Outcome-based measurement

Cost per unit of work

Return in evidence

Agent budgets get approved on promise. Pensero measures the outcome, cost per unit of delivered work, human, AI-assisted or agent, so you can prove the return.

Let's talk

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

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

We are the agentic AI expense management tool,
the one that tells you what the spend gave back.

We are the agentic AI expense management tool, the one that tells you what the spend gave back.

Outcome-based measurement

Evidence, not advocacy

Our outcome-based delivery measurement has been battle-tested for years, across millions of datapoints and thousands of developers, to turn agentic spend into solid evidence of return. Not a projection, not a vendor's promise. What the work actually delivered, priced in one comparable unit.

Millions of datapoints

Measurement calibrated on real production work, not a reference architecture.

Thousands of developers

A baseline for how work actually gets done before agents touch it.

Cost per unit of delivered work

The return in one unit you can compare across humans, assistants and agents.

How Pensero works

From baseline
to agentic manager,
in three moves

How Pensero works

From baseline
to agentic manager,
in three moves

STEP 1

Deploy & baseline

Deploy Pensero and get a baseline. Every unit of work, human, AI-assisted or agent, measured on one scale from day one, so you know where you're starting from.

STEP 1

Deploy & baseline

Deploy Pensero and get a baseline. Every unit of work, human, AI-assisted or agent, measured on one scale from day one, so you know where you're starting from.

STEP 2

Identify & evolve

Identify the improvement areas. See how AI and agents actually move your organization, understand where they help and where they don't, and evolve with Pensero's suggestions.

STEP 2

Identify & evolve

Identify the improvement areas. See how AI and agents actually move your organization, understand where they help and where they don't, and evolve with Pensero's suggestions.

STEP 3

Iterate to the frontier

Iterate until it's dialled in. Pensero was battle tested in the human arena, it knows how work really gets done, so it doesn't just report on your agents, it manages them.

STEP 3

Iterate to the frontier

Iterate until it's dialled in. Pensero was battle tested in the human arena, it knows how work really gets done, so it doesn't just report on your agents, it manages them.

We spent years measuring how humans work.

That's the difference no other player has, and it's why Pensero can be your agentic manager, not just your agentic dashboard.

"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

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