Dotscience, a London-based startup that developed DevOps tools for machine learning, has shut down entirely this week after running out of funds and failing to secure additional financing. The closure resulted in all 10+ employees being laid off, representing 100% of its workforce, including seven engineers. Operating in the AI/ML infrastructure industry as a small-scale startup, the company ceased operations in late 2023, highlighting the challenging funding environment for early-stage tech firms.