AI adoption to AI Impact

Before

Engineering intelligence for the agentic era

From token burn to business return

One place to manage the AI transition and improve engineering performance, with the frameworks and expert guidance to turn AI spend into measurable ROI.

Trusted by the world’s leading engineering teams

Improve the system.
Prove the return.

One platform to track and drive engineering efficiency and tokenomics.

Inputs

The leading indicators you act on

Agile project management dashboards showing Lead Time to Value and Cycle Time metrics.

Custom engineering metrics

Engineering process

Focus on value-creating work and improve the leading indicators behind productivity.

Focus on value-creating work and improve the leading indicators behind productivity.

Developer Experience trust index for improving DevEx

DevEx & HAX

Developer experience

Pair engineer feedback with delivery data to remove bottlenecks and help teams reach flow.

Pair engineer feedback with delivery data to remove bottlenecks and help teams reach flow.

AI Adoption metrics and Cursor usage dashboard

AIRadar™

AI adoption

Accelerate cost-effective AI adoption and resolve the constraints that stop it paying off.

Accelerate cost-effective AI adoption and resolve the constraints that stop it paying off.

Outcomes

The business results they drive

ProductivityRadar™

More productive?

Benchmark productivity against 2,500+ teams and see where to improve next.

Benchmark productivity against 2,500+ teams and see where to improve next.

DeliveryRadar™

Accelerating the roadmap?

Ship what you committed to, faster and more reliably, by acting on delivery risk early.

Ship what you committed to, faster and more reliably, by acting on delivery risk early.

AI ROI measurement tool

AIRadar™

AI paying off?

See what AI spend really delivers in cost avoided, capacity released and ROI.

  • G2 Fall 2026 Easiest To Do Business With Enterprise
  • G2 Fall 2026 Europe High Performer
  • G2 Fall 2026 High Performer
  • 4.5 Rating from software advice
  • 4.5 rating from  capterra
  • AICPA SOC badge — SOC for Service Organizations compliance certification
  • Crozdesk Happiest Users badge — High User Satisfaction 2023
  • Software Advice Best Customer Support award badge 2022
  • G2 Fall 2025 High Performer Enterprise badge
  • SD Times 100 award badge 2023
  • G2 Fall 2025 Easiest To Do Business With Enterprise badge
  • G2 Fall 2025 Best Support Enterprise badge
  • G2 Fall 2026 Easiest To Do Business With Enterprise
  • G2 Fall 2026 Europe High Performer
  • G2 Fall 2026 High Performer
  • 4.5 Rating from software advice
  • 4.5 rating from  capterra
  • AICPA SOC badge — SOC for Service Organizations compliance certification
  • Crozdesk Happiest Users badge — High User Satisfaction 2023
  • Software Advice Best Customer Support award badge 2022
  • G2 Fall 2025 High Performer Enterprise badge
  • SD Times 100 award badge 2023
  • G2 Fall 2025 Easiest To Do Business With Enterprise badge
  • G2 Fall 2025 Best Support Enterprise badge
  • G2 Fall 2026 Easiest To Do Business With Enterprise
  • G2 Fall 2026 Europe High Performer
  • G2 Fall 2026 High Performer
  • 4.5 Rating from software advice
  • 4.5 rating from  capterra
  • AICPA SOC badge — SOC for Service Organizations compliance certification
  • Crozdesk Happiest Users badge — High User Satisfaction 2023
  • Software Advice Best Customer Support award badge 2022
  • G2 Fall 2025 High Performer Enterprise badge
  • SD Times 100 award badge 2023
  • G2 Fall 2025 Easiest To Do Business With Enterprise badge
  • G2 Fall 2025 Best Support Enterprise badge

AIRadar

AIRadar

AIRadar

™

™

™

From token burn
to business return

AIRadar™ follows Plandek’s RACER™ Framework, using leading indicators from across your engineering system to improve every stage of the AI transition, from rollout to results.

Rollout

Approach

Constraints

Engineering Impact

Results

Rollout

How is AI being adopted?

Track meaningful AI adoption metrics beyond provisioned seats and login counts. Understand how AI is becoming part of real engineering work, from engagement and AI-contributed code to developer trust across teams and tools.

Approach

How is AI use evolving?

Constraints

What is holding AI back?

Engineering Impact

Is AI turning into useful, trusted work?

Results

Is the investment paying off?

ProductivityRadar

ProductivityRadar

ProductivityRadar

™

™

™

Understand and benchmark engineering productivity

Get one holistic view of productivity across your engineering organization, then drill into the gaps between teams, metrics and areas that need action.

Software Developer Productivity Dashboard: Productivity Radar
Software Developer Productivity Dashboard: Productivity Radar
Benchmark productivity

See how engineering performance compares against 2,500+ teams, with clear quartile-based context.

Understand what’s driving it

Understand engineering health across Focus, Speed, Predictability and Quality, and drill into the metrics behind the score.

Improve your ROI

See how the human + agent mix affects productivity, output, and token spend, and whether rising AI investment is delivering a real return.

Free AI Impact Report

Free AI Impact Report

Free AI Impact Report

Based on your data

Delivered in 7 days

Discover what your AI investment is actually delivering. We'll analyze data from your Git and AI tools, and benchmark your results against 2,500+ engineering teams.

Discover what your AI investment is actually delivering. We'll analyze data from your Git and AI tools, and benchmark your results against 2,500+ engineering teams.

AI adoption

AI adoption

Are we using AI effectively?

Are we using AI effectively?

AI efficiency

AI efficiency

Is AI spend translating into output?

Is AI spend translating into output?

AI ROI

AI ROI

Are you seeing a measurable return?

Are you seeing a measurable return?

Platform + Frameworks + Partnership

Platform + Frameworks + Partnership

Your partner for
engineering transformation

The platform, the method and the guidance to bring humans and agents together, and accelerate engineering outcomes.

    One integrated engineering intelligence platform
    One integrated engineering intelligence platform
    Proven engineering transformation frameworks
    Proven engineering transformation frameworks
    Expert guidance and partnership
    Expert guidance and partnership

    Platform

    Engineering intelligence platform

    Connect engineering and AI data with developer feedback. Use leading indicators to identify constraints, prioritize action and drive improvements in productivity, AI impact and ROI.

    Frameworks

    Engineering transformation frameworks

    Partnership

    Expert guidance and partnership

    Waterfall chart titled Reclaim capacity for roadmap delivery, showing how reducing unplanned work (30% to 15%) and inefficiencies (10%) frees up 45% more capacity for roadmap delivery
    Read the Engineering Productivity Benchmarks Report

    Put the AI transition into practice

    Get Plandek’s AI Transition Playbook: practical frameworks, leading indicators and guidance for managing the move to human + agent engineering.

    Get Plandek’s AI Transition Playbook: practical frameworks, leading indicators and guidance for managing the move to human + agent engineering.

    Read the Engineering Productivity Benchmarks Report

    Put the AI transition into practice

    Get Plandek’s AI Transition Playbook: practical frameworks, leading indicators and guidance for managing the move to human + agent engineering.

    Proven impact in leading
    engineering organizations

    Ready to make every token count?

    See where AI is improving engineering performance, where gains are being lost, and where to focus next.

    See where AI is improving engineering performance, where gains are being lost, and where to focus next.

    • If you want to know if engineering is running efficiently, Plandek gives you the complete picture. If I could take one product with me to a new company, it would be Plandek, and I did that when I joined PEI Group.

      Profile photo of Stuart Pearce, Portfolio CTO at Hg Capital

      Darren Thorpe

      Chief Product Officer, PEI Group

    • As we accelerated with AI, we’d see productivity improve, then plateau. Plandek helped us identify the next high-value constraint so we could unlock the next stage of improvement.

      Profile photo of Stuart Pearce, Portfolio CTO at Hg Capital

      Beccy Weeks

      Chief AI Officer, Citation

    • We’ve been really able to demystify what was once previously a really complex engineering process… and really build a better conversation around what it means to build good product software.

      Profile photo of Stuart Pearce, Portfolio CTO at Hg Capital

      Gary Stevens

      Director of Engineering, Trainline

    • Predictability, while good, isn’t what we’re trying to optimise now. It is about speed to market. It will become table stakes: if you’re a technology business, you should be able to deliver software in no time at all. If you can’t, there’s a business problem looming.

      Profile photo of Stuart Pearce, Portfolio CTO at Hg Capital

      James Cameron-Williams

      CPTO, OAG

    • The data provides a mirror. It’s not just showing us where the problems are, it gives us the starting point for the conversations we need to have with our teams.

      Profile photo of Stuart Pearce, Portfolio CTO at Hg Capital

      Niklas Lundborg

      CTO, Bokio

    • Plandek provides industry experts who tailor to our needs… Plandek are leaders in this space so we need to tap into this experience.

      Profile photo of Stuart Pearce, Portfolio CTO at Hg Capital

      Daniel Pierce

      Sr Director of Data & Analytics, Sage

    • If you want to know if engineering is running efficiently, Plandek gives you the complete picture. If I could take one product with me to a new company, it would be Plandek, and I did that when I joined PEI Group.

      Profile photo of Stuart Pearce, Portfolio CTO at Hg Capital

      Darren Thorpe

      Chief Product Officer, PEI Group

    • As we accelerated with AI, we’d see productivity improve, then plateau. Plandek helped us identify the next high-value constraint so we could unlock the next stage of improvement.

      Profile photo of Stuart Pearce, Portfolio CTO at Hg Capital

      Beccy Weeks

      Chief AI Officer, Citation

    • We’ve been really able to demystify what was once previously a really complex engineering process… and really build a better conversation around what it means to build good product software.

      Profile photo of Stuart Pearce, Portfolio CTO at Hg Capital

      Gary Stevens

      Director of Engineering, Trainline

    • Predictability, while good, isn’t what we’re trying to optimise now. It is about speed to market. It will become table stakes: if you’re a technology business, you should be able to deliver software in no time at all. If you can’t, there’s a business problem looming.

      Profile photo of Stuart Pearce, Portfolio CTO at Hg Capital

      James Cameron-Williams

      CPTO, OAG

    • The data provides a mirror. It’s not just showing us where the problems are, it gives us the starting point for the conversations we need to have with our teams.

      Profile photo of Stuart Pearce, Portfolio CTO at Hg Capital

      Niklas Lundborg

      CTO, Bokio

    • Plandek provides industry experts who tailor to our needs… Plandek are leaders in this space so we need to tap into this experience.

      Profile photo of Stuart Pearce, Portfolio CTO at Hg Capital

      Daniel Pierce

      Sr Director of Data & Analytics, Sage

    • If you want to know if engineering is running efficiently, Plandek gives you the complete picture. If I could take one product with me to a new company, it would be Plandek, and I did that when I joined PEI Group.

      Profile photo of Stuart Pearce, Portfolio CTO at Hg Capital

      Darren Thorpe

      Chief Product Officer, PEI Group

    • As we accelerated with AI, we’d see productivity improve, then plateau. Plandek helped us identify the next high-value constraint so we could unlock the next stage of improvement.

      Profile photo of Stuart Pearce, Portfolio CTO at Hg Capital

      Beccy Weeks

      Chief AI Officer, Citation

    • We’ve been really able to demystify what was once previously a really complex engineering process… and really build a better conversation around what it means to build good product software.

      Profile photo of Stuart Pearce, Portfolio CTO at Hg Capital

      Gary Stevens

      Director of Engineering, Trainline

    • Predictability, while good, isn’t what we’re trying to optimise now. It is about speed to market. It will become table stakes: if you’re a technology business, you should be able to deliver software in no time at all. If you can’t, there’s a business problem looming.

      Profile photo of Stuart Pearce, Portfolio CTO at Hg Capital

      James Cameron-Williams

      CPTO, OAG

    • The data provides a mirror. It’s not just showing us where the problems are, it gives us the starting point for the conversations we need to have with our teams.

      Profile photo of Stuart Pearce, Portfolio CTO at Hg Capital

      Niklas Lundborg

      CTO, Bokio

    • Plandek provides industry experts who tailor to our needs… Plandek are leaders in this space so we need to tap into this experience.

      Profile photo of Stuart Pearce, Portfolio CTO at Hg Capital

      Daniel Pierce

      Sr Director of Data & Analytics, Sage