VP Engineering / CTO
Justify AI investment to the board with hard ROI numbers, not anecdotes.
Learn MoreDeveloper Productivity
Is your AI investment actually making engineers faster?
Traditional dev productivity metrics break when AI enters the workflow. Scout gives engineering leaders the framework, data, and AI analyst to answer the questions that matter.
Traditional metrics no longer tell the truth
You need metrics designed for how software is actually built today.
5 Pillars of AI-Native Developer Productivity
No single metric tells the truth. These pillars work together as guardrails and check metrics.
Innovation Rate
Are your engineers building new features — or drowning in bug fixes and infrastructure? Track what your team actually ships, not just how much.
AI-Powered Analyst
Don’t just look at dashboards. Ask Scout AI to investigate hypotheses, correlate metrics, and surface what’s really happening.
Developer Experience Surveys
Telemetry shows what. Surveys reveal why. Benchmarked surveys capture time savings, barriers, AI fluency, and satisfaction.
Built for every role in engineering
Engineering Managers
Know which teams thrive with AI and which need support — before they tell you.
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Individual Contributors
See your own productivity patterns. Find which tools work best for your stack.
Learn MoreHow does your team compare?
Industry benchmarks for the AI era. Book a demo to see how your org compares.
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