Agent delivery
Exceeding
160.4 pts
delivered by agents, QTD
58.8 PRs · 101.6 reviews
Agent share
Exceeding
23%
of total delivery
up 6.2 pts vs prev. period
Defect rate
Exceeding
2.1%
of agent-authored code
well below Marsh median 7.9
Rework
Exceeding
3.4%
of agent delivery
below Marsh median 8.5
Agent activity by type
Delivery pointsCount
160.4 pts (58.8 PRs, 101.6 reviews)
SepOctNovDecJanFebMarAprMayJunJulAug
PRsReviews
Top agent work
Top PRsTop Reviews
Coalesce Signals and Calibrate matrix polling into one request per matrix
16.0
Fix OTel usage double/undercounting: race-safe buffer+flush, round cost
10.0
Tolerate enrichment fields omitted by the LLM
6.0
Link defective/reworked PR panels to the work item page
6.0
Stop duplicate collaborator BowItems when generating PR splits
6.0
View more PRs
How defective is the team's code?
2.1% of delivery this period was defective
Marsh median: 7.9
SepOctNovDecJanFebMarAprMayJunJulAug
AgentsHumans
How much delivery was rework?
3.4% of delivery this period was rework
Marsh median: 8.5
SepOctNovDecJanFebMarAprMayJunJulAug
AgentsHumans

agentic roi

Prove what your agentic investment returned.

Prove what your agentic investment returned.

Prove what your agentic investment returned.

Outcome-based measurement

Cost per unit of work

Return in evidence

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.

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 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

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

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