Graphcore Innovation & Technology Culture

Graphcore is exploring how AI can improve engineering workflows and help employees focus on higher-value technical work. While hardware development requires careful coordination, physical testing and validation, AI tools can streamline supporting tasks such as drafting specifications, summarizing technical discussions and preparing project updates. By reducing time spent on routine documentation and communication, these technologies give engineers more opportunities to collaborate across disciplines, solve complex problems and make informed technical decisions. This approach reflects Graphcore's focus on integrating AI into existing processes while preserving the expertise, judgment and rigorous standards essential to hardware development.

“Hardware development is still largely a sequential — or waterfall-oriented — process. Physical builds, component lead times, testing and validation create dependencies that cannot easily be accelerated. However, AI is helping us streamline knowledge work surrounding that process, for example to develop first drafts of specifications, summarize technical discussions, prepare program updates and tailor complex information for different audiences.

They do not replace technical review or engineering judgment, but they significantly reduce the time spent starting documents, synthesizing information and handling routine communication. The result is more time for the work where engineers create the most value — collaborating across disciplines, resolving complex problems, evaluating tradeoffs and applying sound engineering judgment.”