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Upcoming Metrics Masterclass Webinar: How Quality Metrics can drive engineering excellence.
Track adoption. Measure impact. Optimize results. End-to-end visibility across your entire delivery lifecycle.
The adoption of GenAI tools like GitHub Copilot, Cursor, and Devin is exploding and becoming embedded in engineering workflows – our 2025 GenAI adoption research shows that 88% of software engineering teams are using them, with 60% adopting in the past 6 months alone. But this excitement comes with a problem: engineering leaders have no way to truly track impact or ROI and questions are being raised:
This is the ‘Expectation vs. Reality’ gap. Productivity gains may occur at the individual level, but team-wide benefits are harder to prove – and that’s where Plandek comes in. Plandek’s Software Engineering Intelligence (SEI) platform provides the visibility you need to answer that question – across your entire SDLC.
Track adoption and usage
Measure impact across delivery metrics
Optimize behavior with smart insights
Plandek’s unique ability to see across your entire SDLC enables it to understand GenAI usage and the real impact that adoption is having on overall delivery productivity. Empirical research shows that when Plandek is adopted alongside GenAI tools, productivity benefits of c20% are achievable after 6 months.
View the Impact of GenAI research by Plandek.
GenAI tool adoption and usage will vary significantly by team. The first key step is fully understanding adoption patterns.
Engineering leaders have deep insight into how GenAI tools are being used, by whom, and with what impact:
GenAI adoption is rarely uniform – Plandek uncovers the full adoption story.
See the real productivity impact of GenAI tools across the whole SDLC
Understand the direct impact of GenAI tools on engineers (e.g. in the coding and testing process). Crucially, build a picture of the overall impact that these changes are having on the overall productivity of the SDLC in its entirety.
Use Plandek’s ‘single pane of glass’ to look across your teams and understand the real impact of GenAI tool adoption on Delivery and Quality:
Leverage Plandek to achieve the maximum productivity benefits possible from GenAI adoption.
Research shows that GenAI tools adopted in conjunction with SEI tools like Plandek greatly increase the speed and level of productivity improvement. Plandek provides a deep understanding of GenAI tools use, adoption and any potential negative impacts – so that you harness the potential of your GenAI tool adoption.
“Empirical research conducted with Plandek, Hg Capital and Visma in the Nordics showed that GenAI tools can improve overall delivery productivity by 20% after six months, when implemented in conjunction with an SEI tool like Plandek…”
Gain a comprehensive understanding of the rapid evolution and adoption of GenAI tools within software engineering. Our latest 2025 Intelligence Report, informed by extensive research across 15,000+ engineers, reveals:
Rapid adoption: 88% of organizations have integrated GenAI, with a remarkable 60% adopting within the last six months - the fastest technology adoption curve observed to date.
‘Expectation vs Reality Gap’: Despite widespread adoption, many organizations report limited impacts on overall velocity, product-fit, and quality improvements.
Quality paradox: While GenAI tools promise significant quality improvements, quality remains the lowest impact area and the biggest source of concern among users.
Don't get left behind in this modern-day gold rush. Download the report and uncover the real opportunities and challenges of GenAI in software engineering today.
Download the full report
Up to
%
improvement in Delivery Velocity
Average
reduction in Cycle Time
increase in PR Throughput
increase in Sprint Target Completion
Free managed POC available. No commitment.
Plandek GenAI adoption analysis FAQs
GenAI adoption analysis with Plandek, tracks how tools like GitHub CoPilot are being used across your software delivery lifecycle. It measures adoption, correlates usage with delivery and quality metrics (like Cycle Time, PR throughput, Escaped Defects), and helps you optimize engineering workflows to get real ROI from AI productivity tools.
While tools like GitHub CoPilot boost individual productivity, many organizations struggle to track whether those gains translate into faster delivery or better outcomes. Without measurement, it’s impossible to know if GenAI is truly improving your software delivery process. Plandek provides the visibility needed to connect GenAI usage to business value.
Plandek integrates directly with your DevOps tools (e.g. GitHub, Jira, ADO) to detect CoPilot usage across teams and repos. It surfaces heatmaps and usage trends by persona, project, and timeframe; giving you a full view of where GenAI is being adopted and how consistently.
Key metrics include:
These metrics help you determine if GenAI tools are actually accelerating delivery without degrading quality.
Yes. Plandek not only tracks usage and outcomes but also uses intelligent analytics to surface inefficiencies and delivery risks. It helps teams spot wasteful patterns, like high prompt churn or low-value code generation, so they can course-correct and improve how they use GenAI in day-to-day workflows.
