Boost ROI On Your
GenAI Investment
Avoid shooting in the dark with your GenAI — Milestone brings clarity.
Industry Leaders
Milestone gives you the tools
to measure GenAI impact
Measure GenAI Usage across your organization
- See how GenAI is leveraged across teams and product to pinpoint adoption gaps and uncover opportunities
- Broaden GenAI coverage in the areas that will benefit most, for both single and multiple GenAI tools
Accelerate Engineering Velocity with GenAI
- Quantify throughput across teams and tools, benchmark GenAI-assisted development against non-GenAI baselines
- Understand where velocity gains are emerging across your engineering organization
Scale GenAI Without Compromising Quality
- Understand how GenAI tools affect stability, code survival, and the number of bugs associated with GenAI-impacted code
- Understand how GenAI affects code health over time
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At GitHub, we believe giving teams the right platform, the right tools, and the right insight wins. Empowering developers with AI is critical, but understanding the impact of AI tools is equally important. Working with Milestone AI on this front gives us new visibility into how AI-driven engineering practices scale in real environments – and most importantly, how we can help turn that into measurable value. Together, we’re not just innovating: we’re evolving what engineering success looks like.
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At Monday.com, we believe great decisions come from transparency and empowerment. Milestone helps us by giving every group lead, director, and engineer data-driven visibility into how GenAI tools impact their work. It’s a true bottom-up approach: teams can measure, improve, and take ownership of their performance through real insights, not assumptions. That’s how we build a more democratic, smarter engineering culture engaged with AI.
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Our teams operate in complex, high-stakes environments where every line of code matters. Milestone provides a clear window into how GenAI tools contribute to faster delivery and stronger collaboration between development and field operations. It’s not just analytics – it’s strategic clarity that helps us drive continuous improvement and real business outcomes.
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Milestone allows us to bridge the gap between excitement around AI and actual performance on the ground. For the first time, we’re able to quantify how GenAI adoption truly affects delivery velocity, code quality, onboarding speed, and collaboration across teams. What we love most is that the data doesn’t live in a dashboard no one checks – it becomes part of how engineering leads plan, improve, and communicate impact. Milestone turned AI from a belief into a measurable operating system for how we build software.
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We searched for a long time for a solution that would connect our decision-makers with the boots on the ground. Milestone was the missing piece that completed our puzzle, allowing us to understand, in real-time, the impact and ROI of GenAI code-assisting tools on R&D productivity. Based on these ongoing insights, we adjust and consistently hit our targets on time.
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Milestone is a game-changer for us, providing the transparency needed to run the company effectively. Rather than relying solely on development process data to gain insights into our R&D efforts, Milestone delivers actionable insights directly from our codebase, offering a deep understanding of the impact of GenAI tools in enhancing our team’s productivity.
Full clarity into how GenAI tools perform across your org
Turn GenAI adoption into measurable ROI
Empower teams to collaborate and innovate with GenAI
Navigate constant GenAI evolution with smart tracking and budgeting
Seamless
Integrations
Milestone connects with every layer of your engineering stack to track how teams work, collaborate, and leverage AI – giving you unified visibility across all tools.
Partnerships
Milestone partners with leading AI platforms and developer tools to ensure seamless adoption, visibility, and governance across modern engineering workflows.
How Milestone Works
Proof of Value
We define success criteria, align stakeholders, and run a time-boxed proof of value with your onboarding team to demonstrate relevance, accuracy, and impact in your environment.
Integration & Data Activation
We integrate with your development and delivery tools, establish secure data pipelines, and activate the datasets required to support reliable, ongoing analysis.
Enablement & Adoption
We provide training, education, and hands-on enablement to ensure your teams understand the platform, trust the metrics, and can confidently apply insights in day-to-day decision-making.
Customisation & Advanced Use
For organisations with advanced requirements, we support custom analyses, tailored metrics, and deeper integrations aligned to your operating model and strategic goals.
Milestone’s
Proven
Path to Success
Milestone ensures your GenAI tools are fully integrated, optimized, and aligned with your business goals, driving measurable ROI and sustained innovation.
