Pensero helps you choose the best and most efficient combination of humans and agents that yields the most effective output.
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.
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Tracks agent and assistant adoption, delivered output, quality outcomes, and cost per unit of work to prove what your AI investment actually returned.
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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.
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| Metric | Your value | Pensero median | Your percentile (6M) |
|---|---|---|---|
| Delivery per headcount | 58.3 | 41.2 | P84 |
| AI user adoption | 88% | 62% | P86 |
| AI cost per delivery | $1.12 | $1.46 | P72 |
| Agentic cost per delivery | $0.84 | $1.10 | P78 |
| Defect cost % | 9% | 13% | P66 |
Compare agents, models and vendors on identical work, on the same scale as humans, so you can see where the line should sit.
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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.
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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.
Learn more →Featured · Pensero MCP
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.
“Pensero is giving us visibility into how we are using AI and how we are spending money on it.”
“Demystifying engineering productivity.”
“Finally a tool that truly increases velocity.”
“Pensero is story points after the fact. With Pensero we go 4x faster.”
“It’s a way to sit with an engineer and show them everything they’ve done, and learn from 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 VilarCo-Founder and CPTO, CaraveloLive 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 LegourdCo-founder, ElfieConversations 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 TreigSr. Engineering Manager, PerkFrom 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 VegasCo-founder and CEO, CubboTop 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 EyeCEO and Founder, ClosedLoopSources
Your entire delivery stack, translated into comparable signals. No new workflow, no instrumentation project.
Explore all integrations →How it works
1 hour
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
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
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
Simple plans. Scale as your team grows.
Free
Everything you need to start.
Sign up$50 / seat / month
For teams at scale.
Let's talkUsage Based Pricing
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