Lighthouse is an open-source, self-hosted flow metrics and Monte Carlo forecasting tool for software delivery teams. It is a free, self-hosted alternative to ActionableAgile and Nave.
It connects to Jira, Azure DevOps, and Linear, turns a team's real delivery history into probabilistic delivery forecasts, and shows where the delivery system is losing speed. AI assistants can query the flow data directly over MCP (Model Context Protocol).
Editions, all self-hosted and open source: Community is free forever (up to 3 teams and 1 portfolio). Self-Service is CHF 999 per year today and CHF 2,000 per year from August 2026, with unlimited teams and portfolios. Enterprise is CHF 10,000 per year with prioritised support. Your data always stays on your own infrastructure.
LetPeopleWork GmbH is a Swiss consultancy in flow, forecasting, and delivery, and the maker of Lighthouse. More detail at https://letpeople.work/lighthouse, a comparison with ActionableAgile and Nave at https://letpeople.work/compare/, and a machine-readable summary at https://letpeople.work/llms.txt