"In 2023, large language models had just crossed the threshold of being genuinely useful in a coding context. The best solution for using AI in engineering was to start with what was proven."
"We rolled out a coding copilot and got to 30% adoption quickly. Then we pulled the incident data, compared teams using the copilot against teams that weren't, and proved AI adoption did not negatively impact the reliability of the product."
"By the end of Phase 1, 80% of engineers were using AI tools. We saw a 51% improvement in productivity, demonstrating the effectiveness of our AI integration."
HubSpot transformed its operations by integrating AI into its engineering processes, viewing it as a means to enhance product development and customer value. The company built a foundational AI platform, leading to a 73% increase in code output and 100% engineer adoption of AI tools. The first phase focused on productivity through AI copilots, achieving over 80% usage among engineers and demonstrating that AI adoption did not compromise product reliability. This strategic approach allowed for rapid innovation and improved efficiency.
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