The Intelligence behind Agentic Deployment
The Intelligence behind Agentic Deployment
Increase delivery
Protect quality
Optimize cost
Pensero plugs into the tools you already use and effortlessly turns them into clear signals on where to optimize work across humans, AI and agents.
Pensero plugs into the tools you already use and effortlessly turns them into clear signals on where to optimize work across humans, AI and agents.
Pensero plugs into the tools you already use and effortlessly turns them into clear signals on where to optimize work across humans, AI and agents.
pensero.ai/dashboard
pensero.ai/dashboard
Measuring the agentic workforce at fast-growing companies around the world
Measuring the agentic workforce at fast-growing companies around the world
The AI transformation framework
Engineering work now spans five levels.
Most teams run several at once, and each
one brings its own question.
Engineering work now spans five modes. Most teams run several at once, and each one brings its own question.
Engineering work now spans five levels.
Most teams run several at once, and each
one brings its own question.
01
Human-Authored
Developers write and own the code without AI. This is the traditional baseline for software delivery.
Where would AI help us, and how will we prove it?
Delivery
Quality
cost
Where would AI help us, and how will we prove it?
02
AI-Assisted
Developers stay in control while AI copilots suggest, complete, and draft code to accelerate the work.
Who uses AI well, what does it cost, and is it worth it?
Delivery
Quality
cost
Who uses AI well, what does it cost, and is it worth it?
03
AI-Assisted Review
AI reviews code for bugs and regressions while humans remain responsible for final decisions.
Is AI helping us deliver more without sacrificing quality?
Delivery
Quality
cost
Is AI helping us deliver more without sacrificing quality?
04
Orchestrated Agents
Humans define the work and supervise AI agents that plan and execute complete tasks across multiple steps.
What do agents deliver, at what cost, and how does that compare to people?
Delivery
Quality
cost
What do agents deliver, at what cost, and how does that compare to people?
05
Autonomous Agents
Agents detect issues and act proactively within defined limits, while humans shift from execution to oversight.
Is it creating value, and would we notice if it went wrong?
Delivery
Quality
cost
Is it creating value, and would we notice if it went wrong?
01
Human-Authored
Developers write and own the code without AI. This is the traditional baseline for software delivery.
Where would AI help us, and how will we prove it?
Delivery
Quality
cost
Where would AI help us, and how will we prove it?
02
AI-Assisted
Developers stay in control while AI copilots suggest, complete, and draft code to accelerate the work.
Who uses AI well, what does it cost, and is it worth it?
Delivery
Quality
cost
Who uses AI well, what does it cost, and is it worth it?
03
AI-Assisted Review
AI reviews code for bugs and regressions while humans remain responsible for final decisions.
Is AI helping us deliver more without sacrificing quality?
Delivery
Quality
cost
Is AI helping us deliver more without sacrificing quality?
04
Orchestrated Agents
Humans define the work and supervise AI agents that plan and execute complete tasks across multiple steps.
What do agents deliver, at what cost, and how does that compare to people?
Delivery
Quality
cost
What do agents deliver, at what cost, and how does that compare to people?
05
Autonomous Agents
Agents detect issues and act proactively within defined limits, while humans shift from execution to oversight.
Is it creating value, and would we notice if it went wrong?
Delivery
Quality
cost
Is it creating value, and would we notice if it went wrong?
The problem
The decisions behind every AI rollout
The decisions behind every AI rollout
Which AI tools should
we expand, reduce or replace?
Which AI tools should
we expand, reduce or replace?
Spend is visible, the invoices are clear. Delivered value by tool and by team is not. Models and prices change every month.
Which AI tools should
we expand, reduce or replace?
Spend is visible, the invoices are clear. Delivered value by tool and by team is not. Models and prices change every month.
Where is AI improving delivery without sacrificing quality?
Where is AI improving delivery without sacrificing quality?
Adoption numbers do not tell you whether AI improves output and quality. Using it well inside a real organization, with legacy code and legacy habits, is hard to do and harder to measure.
Where is AI improving delivery without sacrificing quality?
Adoption numbers do not tell you whether AI improves output and quality. Using it well inside a real organization, with legacy code and legacy habits, is hard to do and harder to measure.
How do we compare
with similar engineering organizations?
Internal metrics give you no external baseline. Knowing how others are doing, measured the same way you are, is the only reference point there is.
How do we compare
with similar engineering organizations?
Internal metrics give you no external baseline. Knowing how others are doing, measured the same way you are, is the only reference point there is.
The cost of guessing
You will make these decisions anyway. The only question is whether you make them on the fragments each tool reports, or on one complete picture you can trust.
The Pensero Intelligence
The Intelligence that helps you choose the best
and most efficient combination of humans and agents
The Intelligence that helps you choose the best and most efficient combination of humans and agents
Objective visibility into every agentic contribution.
The Pensero Intelligence
The Intelligence that helps you choose the best and most efficient combination of humans and agents
Objective visibility into every agentic contribution.
Agentic ROI
Proves what your agentic AI investment returned — cost per unit of delivered work, comparable across humans, AI-assisted and agents. Battle-tested across millions of datapoints, so the return is evidence, not a vendor's projection.
AI Deployment
Delivery Intelligence
Delivery Intelligence
Provides real-time visibility into output, flow, and roadmap alignment, separating human, AI-assisted, and agent contribution so you can see where delivery compounds and where it stalls.
Talent & Benchmarking
Talent & Benchmarking
Compare agents, models and vendors on identical work, on the same scale as humans, so you can see where the line should sit.
Code Quality
Code Quality
Measures code health, review effectiveness, defect trends, and rework, tracing each back to the human or agent that caused it so speed never comes at the cost of quality.
CapEx & Finance
CapEx & Finance
Delivers finance-ready reports that track CapEx, R&D capitalization, and how agent and human spend allocates across projects, for audit compliance and executive decision-making.
Agentic ROI
Proves what your agentic AI investment returned — cost per unit of delivered work, comparable across humans, AI-assisted and agents. Battle-tested across millions of datapoints, so the return is evidence, not a vendor's projection.
AI Deployment
Tracks agent and assistant adoption, delivered output, quality outcomes, and cost per unit of work to prove what your AI investment actually returned.
Delivery Intelligence
Provides real-time visibility into output, flow, and roadmap alignment, separating human, AI-assisted, and agent contribution so you can see where delivery compounds and where it stalls.
Talent & Benchmarking
Compare agents, models and vendors on identical work, on the same scale as humans, so you can see where the line should sit.
Code Quality
Measures code health, review effectiveness, defect trends, and rework, tracing each back to the human or agent that caused it so speed never comes at the cost of quality.
CapEx & Finance
Delivers finance-ready reports that track CapEx, R&D capitalization, and how agent and human spend allocates across projects, for audit compliance and executive decision-making.
Featured
pensero mcp
Your engineering intelligence,
now queryable.
Query your live Pensero data straight from Claude, ChatGPT or any MCP-compatible assistant. Ask about agent performance, cost per unit of work, quality or benchmarks in plain language.
Featured
pensero mcp
Featured
pensero mcp
Your engineering intelligence,
now queryable.
Query your live Pensero data straight from Claude, ChatGPT or any MCP-compatible assistant. Ask about agent performance, cost per unit of work, quality or benchmarks in plain language.
Featured
pensero mcp
Customer stories
Loved by high-performing teams
Loved by high-performing teams
What changed when output became measurable: in their words, with their numbers.
Customer stories
Loved by high-performing teams
What changed when output became measurable: in their words, with their numbers.
"Pensero is giving us visibility into how we are using AI and how we are spending money on it.”
Jordi Abad
CTO
"Pensero is story points after the fact. With Pensero we go 4x faster."
Andrew Eye
CEO and Founder at ClosedLoop
"It’s a way to sit with an engineer and show them everything they’ve done, and learn from it."
Ignasi Vegas
CEO and Co-founder at Cubbo
"What we were looking for was visibility into AI usage. Until Pensero, that visibility did not exist.”
Raul Gómez
VP of Technology
"Pensero is giving us visibility into how we are using AI and how we are spending money on it.”
Jordi Abad
CTO
"Pensero is story points after the fact. With Pensero we go 4x faster."
Andrew Eye
CEO and Founder at ClosedLoop
"It’s a way to sit with an engineer and show them everything they’ve done, and learn from it."
Ignasi Vegas
CEO and Co-founder at Cubbo
"What we were looking for was visibility into AI usage. Until Pensero, that visibility did not exist.”
Raul Gómez
VP of Technology
"Pensero is giving us visibility into how we are using AI and how we are spending money on it.”
Jordi Abad
CTO
"Pensero is story points after the fact. With Pensero we go 4x faster."
Andrew Eye
CEO and Founder at ClosedLoop
"It’s a way to sit with an engineer and show them everything they’ve done, and learn from it."
Ignasi Vegas
CEO and Co-founder at Cubbo
"What we were looking for was visibility into AI usage. Until Pensero, that visibility did not exist.”
Raul Gómez
VP of Technology
Sources
Every agent, assistant
and human in one system of record
Every agent, assistant and human in one system of record
Your entire delivery stack, translated into comparable signals. No new workflow, no instrumentation project.
Sources
Every agent, assistant
and human in one system
of record
Your entire delivery stack, translated into comparable signals. No new workflow, no instrumentation project.
Don’t just take our word for it
Effortless observability
“Pensero gives me daily peace of mind. I know exactly what the team is working on. The built-in reporting & analytics make team observability effortless, and the leaderboards give us the clarity we need for performance reviews and promotions decisions.”
Jose-Luis Vilar
Co-Founder and CPTO
Live in one day
“Pensero gives me a clear, non-engineer’s view of team productivity. It helps me spot champions who adopt new tools fastest and turn their practices into inspiration for the rest of the team.
Rather than being a policing tool, it provides a data-driven foundation for bragging rights, better conversations, and benchmarking against peers worldwide. And the best part: it was truly plug-and-play — we were live in just one day.”
Jean-François Legourd
Co-founder
Conversations backed by evidence
“Pensero offers a modern approach to performance management by providing real-time, actionable insights and continuous improvement. Its features are designed to enhance clarity, accountability, and productivity within teams.
As a manager that helped me have honest and actionable feedback with my teams enabling them for growth.“
Natxo Treig
Sr. Engineering Manager
From 70% to 30% maintenance
“15 engineers. $50M a year. We didn’t know exactly how our work was different from where we wanted to go. In one view, we can show engineers everything they did… and they learn a lot of insights.
Now we went from 70% to 30% maintenance… it’s where we want it to be. It’s like the lighthouse of our engineering team.”
Ignasi Vegas
Co-founder and CEO
Top 5% globally, verified
"I was being told we were slow to ship, but I didn't have any visibility as to why that was. Pensero is story points after the fact — we go 4x faster.
Engineers love it because they get to brag: they can say they're in the top 5 percent globally, based on an independent third party. Pensero is why you want to work here."
Andrew Eye
CEO and Founder
Effortless observability
“Pensero gives me daily peace of mind. I know exactly what the team is working on. The built-in reporting & analytics make team observability effortless, and the leaderboards give us the clarity we need for performance reviews and promotions decisions.”
Jose-Luis Vilar
Co-Founder and CPTO
Live in one day
“Pensero gives me a clear, non-engineer’s view of team productivity. It helps me spot champions who adopt new tools fastest and turn their practices into inspiration for the rest of the team.
Rather than being a policing tool, it provides a data-driven foundation for bragging rights, better conversations, and benchmarking against peers worldwide. And the best part: it was truly plug-and-play — we were live in just one day.”
Jean-François Legourd
Co-founder
Conversations backed by evidence
“Pensero offers a modern approach to performance management by providing real-time, actionable insights and continuous improvement. Its features are designed to enhance clarity, accountability, and productivity within teams.
As a manager that helped me have honest and actionable feedback with my teams enabling them for growth.“
Natxo Treig
Sr. Engineering Manager
From 70% to 30% maintenance
“15 engineers. $50M a year. We didn’t know exactly how our work was different from where we wanted to go. In one view, we can show engineers everything they did… and they learn a lot of insights.
Now we went from 70% to 30% maintenance… it’s where we want it to be. It’s like the lighthouse of our engineering team.”
Ignasi Vegas
Co-founder and CEO
Top 5% globally, verified
"I was being told we were slow to ship, but I didn't have any visibility as to why that was. Pensero is story points after the fact — we go 4x faster.
Engineers love it because they get to brag: they can say they're in the top 5 percent globally, based on an independent third party. Pensero is why you want to work here."
Andrew Eye
CEO and Founder
Don’t just take our word for it
Effortless observability
“Pensero gives me daily peace of mind. I know exactly what the team is working on. The built-in reporting & analytics make team observability effortless, and the leaderboards give us the clarity we need for performance reviews and promotions decisions.”
Jose-Luis Vilar
Co-Founder and CPTO
Live in one day
“Pensero gives me a clear, non-engineer’s view of team productivity. It helps me spot champions who adopt new tools fastest and turn their practices into inspiration for the rest of the team.
Rather than being a policing tool, it provides a data-driven foundation for bragging rights, better conversations, and benchmarking against peers worldwide. And the best part: it was truly plug-and-play — we were live in just one day.”
Jean-François Legourd
Co-founder
Conversations backed by evidence
“Pensero offers a modern approach to performance management by providing real-time, actionable insights and continuous improvement. Its features are designed to enhance clarity, accountability, and productivity within teams.
As a manager that helped me have honest and actionable feedback with my teams enabling them for growth.“
Natxo Treig
Sr. Engineering Manager
From 70% to 30% maintenance
“15 engineers. $50M a year. We didn’t know exactly how our work was different from where we wanted to go. In one view, we can show engineers everything they did… and they learn a lot of insights.
Now we went from 70% to 30% maintenance… it’s where we want it to be. It’s like the lighthouse of our engineering team.”
Ignasi Vegas
Co-founder and CEO
Top 5% globally, verified
"I was being told we were slow to ship, but I didn't have any visibility as to why that was. Pensero is story points after the fact — we go 4x faster.
Engineers love it because they get to brag: they can say they're in the top 5 percent globally, based on an independent third party. Pensero is why you want to work here."
Andrew Eye
CEO and Founder
30%
Average increase
in delivered output
25%
Reduction in agent spend
that produced nothing
60%
60%
Improvement in cost
per unit of delivered work
Agent budgets are approved on promise today. Pensero turns them into a portfolio with a return.
How it works
Get started in minutes.
See insights in hours.
Get started in minutes.
See insights in hours.
Connect your stack. See months of history from day one.
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
Repositories, tickets, chat and AI tools connect automatically. Every unit of work, human, AI-assisted or agent, is structured and scored on the same scale.
1 hour
Connect & Structure
Repositories, tickets, chat and AI tools connect automatically. Every unit of work, human, AI-assisted or agent, is structured and scored on the same scale.
1 day
Analyse & Attribute
Output separated by source: human, AI-assisted, agent-only. Cost per unit of delivered work, rework attribution, and where agents are creating bottlenecks upstream.
1 day
Analyse & Attribute
Output separated by source: human, AI-assisted, agent-only. Cost per unit of delivered work, rework attribution, and where agents are creating bottlenecks upstream.
1 week
Calibrate & Decide
Head-to-head agent comparison against benchmark. Which agents stay, where the next one goes, and what to keep human with board-ready numbers behind each answer.
1 week
Calibrate & Decide
Head-to-head agent comparison against benchmark. Which agents stay, where the next one goes, and what to keep human with board-ready numbers behind each answer.
Pricing
We fit your needs
We fit your needs
Simple plans. Scale as your team grows.
Pricing
We fit your needs
Simple plans. Scale as your team grows.
Starter
Free
Everything you need to start.
Up to 5 users
1 code repository
Delivery metrics
Quality metrics
Collaboration metrics
AI Impact tracking
Engineering investment tracking
Team and individual reports
90-day data retention
Starter
Free
Everything you need to start.
Up to 5 users
1 code repository
Delivery metrics
Quality metrics
Collaboration metrics
AI Impact tracking
Engineering investment tracking
Team and individual reports
90-day data retention
Growth
$50
/ seat / month
For teams at scale.
Everything in Starter
Unlimited users
Unlimited code repositories
SSO / SAML and directory sync
API/MCP access
1-year data retention
MOST POPULAR
Growth
$50
/ seat / month
For teams at scale.
Everything in Starter
Unlimited users
Unlimited code repositories
SSO / SAML and directory sync
API/MCP access
1-year data retention
MOST POPULAR
Enterprise
Usage Based Pricing
Get R&D capitalization and on-prem.
Everything in Growth
R&D capitalization
On-prem and custom integrations
Devin integration included
Dedicated CSM and priority support
Custom onboarding and training
API access
MCP capabilities
Enterprise
Usage Based Pricing
Get R&D capitalization and on-prem.
Everything in Growth
R&D capitalization
On-prem and custom integrations
Devin integration included
Dedicated CSM and priority support
Custom onboarding and training
API access
MCP capabilities
PENSERO in action
PENSERO in action
Decide the right mix
of humans and agents.
Connect one repository and get months of history back. No instrumentation, no workflow change. Your own data, in minutes.
PENSERO in action
Decide the right mix
of humans and agents.
Connect one repository and get months of history back. No instrumentation, no workflow change. Your own data, in minutes.
Platform
new
Platform
new
Platform
new