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
โ†“ 4,218 tokens / pt today vs 10k+ in Nov
NovDecJanFebMarAprMay
Tokens per delivery point
AI spend stays lean as adoption scales
$4,425 total ยท $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% โ†’ 1.8% defect rate since Nov
NovDecJanFebMarAprMay
Defect costBug fixingAI adoption

agentic roi

Prove what your agents actually returned.

Prove what your agents actually returned.

Prove what your agents actually returned.

One scale for humans and agents

Cost per unit of work

Benchmarked against the market

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

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

Not a spend tracker. A return measure.

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

Outcome-based measurement

Evidence, not advocacy

Evidence, not advocacy

Our measurement runs on real production work, not a reference architecture. It scores what was actually delivered and prices it in one unit you can compare across humans, assistants and agents. Not a projection. Not a vendor's promise.

Real production data

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

A human baseline

How work got done before agents touched it, so the comparison has a starting point.

Cost per unit of delivered work

The return in one unit, comparable 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

See where AI and agents actually move the number, and where they don't. Pensero shows which work got cheaper, which got faster, and which just got busier.

STEP 2

Identify & evolve

See where AI and agents actually move the number, and where they don't. Pensero shows which work got cheaper, which got faster, and which just got busier.

STEP 3

Iterate to the frontier

Iterate until it's dialled in. Pensero was built measuring human work first, so it knows how delivery actually happens. You see which agents earn their budget, which don't, and what to change next.

STEP 3

Iterate to the frontier

Iterate until it's dialled in. Pensero was built measuring human work first, so it knows how delivery actually happens. You see which agents earn their budget, which don't, and what to change next.

We spent years measuring how humans work.

We spent years measuring how humans work. That's the difference no other player has, and it's why Pensero doesn't just report on your agents. It tells you what to do about them.

"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

Questions
teams ask

Questions
teams ask

Questions
teams ask

What do you mean by "return"?

How is this different from tracking agent spend?

How do you know what "good" looks like?

What does it take to get a baseline?

Can Pensero actually manage agents, or just report on them?

See the product in action

See the product in action

See the product in action

Turn agent spend
into a provable return

Turn agent spend
into a provable return

See what your agents delivered, per unit of work, next to what your humans delivered.

See what your agentic investment delivered, per unit of work, human, AI-assisted or agent.