The world of software has changed.
To thrive in the AI era, organizations must adapt quickly. DX provides the data and insights needed to navigate this shift.
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Engineering time is your most valuable resource
DX gives you visibility into engineering time, helping teams move faster by removing friction and aligning effort.
- Diagnose delivery bottlenecks
- Uncover friction in handoffs, review cycles, and tooling. DX quantifies slowdowns and gives you the evidence to act confidently.
- Track engineering throughput
- Monitor trends in PR velocity, cycle time, and deployment frequency—benchmark across teams to drive consistent performance.
- Velocity through clarity
- Use data from across your SDLC—qualitative and quantitative—to make informed decisions that accelerate delivery without burning out your team.

Whitepaper
Measuring AI code assistants and agents
To thrive in the AI era, organizations must adapt quickly. The DX AI Measurement Framework™ is a research-based set of metrics for measuring the impact of AI-assisted engineering.
DownloadAI Transformation Features
Measurement for the AI era
Turn AI chaos into clarity. The DX AI Measurement Framework™ tracks adoption, time saved, and ROI for every code assistant or agent. Used by teams like Booking.com and Block, it sets targets grounded in industry data—not gut feel.


Transform how you work
DX AI reads delivery signals in real time, flags bottlenecks, and serves data-backed fixes from the world’s largest productivity benchmark. Ask in plain language, get proactive alerts, and jump from rear-view reporting to continuous, AI-powered improvement.
Make the right investments
Stop guessing where to spend. DX pinpoints the people, process, and code constraints that truly slow you down, then maps GenAI ROI by team and tool. Invest with confidence in the initiatives that unlock the biggest leaps in velocity and quality.
