November 2024 Summaries

Scale AI transitioned to the project management tool Linear due to its rapid growth and the limitations of its existing tools, which struggled to keep up with increasing demands. Initially using a mix of different tools, Scale's leaders, including Sam Sipe and Clemens Viernickel, recognized the need for a more efficient and user-friendly solution, prompting a grassroots movement within the company to adopt Linear. The transition was driven by the desire for improved clarity, ease of issue tracking, and better workflows, which could support the company's expanding team and product offerings. The migration to Linear led to significant improvements in bug resolution times and overall productivity, as it provided a streamlined platform that employees found enjoyable and effective, ultimately enhancing Scale's capability to drive advancements in AI.

Pleo, a business spend solution company founded in 2015, adopted Linear Asks to manage workplace requests across its 800 employees, following the discontinuation of their previous tool, HALP. The decision was driven by the need for a seamless, user-friendly tool that integrates with Slack, allowing employees to submit requests without additional logins or complex processes. Linear Asks provided the necessary flexibility to accommodate diverse team workflows, enabling requests to be linked with Linear for efficient tracking and processing. Pleo's TechOps team emphasizes a proactive and approachable support model, focusing on building relationships and anticipating issues rather than just responding to reported problems. The transition to Linear Asks was smooth, leveraging existing familiarity with Slack and Linear, and has led to significant cost savings while maintaining efficient internal support. As Pleo scales, the centralized system allows for improved tracking and analysis of requests to enhance operational efficiency and support quality.