Tailscale makes private networking feel like logging into an app. Each device runs a Tailscale client that gets keys and access rules from Tailscale's coordination service and then builds encrypted WireGuard tunnels straight to the other devices it is allowed to reach. When firewalls block direct connections, traffic passes through Tailscale's DERP relays, which forward encrypted packets they cannot read. The company was founded in 2019 by Avery Pennarun, David Crawshaw and David Carney, who had worked together at Google on projects including Google Fiber. Brad Fitzpatrick, creator of LiveJournal and Memcached and a long-time Go team member, left Google and joined as a co-founder in January 2020. Tailscale launched publicly in 2020 and has been remote-first from the start, with Canadian roots in Toronto. Usage has grown fast. Tailscale passed 5,000 paying teams in early 2024 and reported more than 10,000 organizations using it in April 2025, including SAP and Hugging Face. By July 2026 it was nearing 40,000 paid business customers, with clients such as Cohere, Duolingo, Instacart, Microsoft, Mistral, Nvidia, SAP and Telus. The company is headquartered in Toronto, Canada.