airfocus

airfocus is a product management platform now part of Lucid, positioning itself as a product intelligence layer that connects strategy, signals and insight rather than simply displaying roadmaps.

The structured context layer is the concept airfocus is built around and it is a genuinely current problem. Product teams are being handed AI agents that draft specifications, triage feedback and summarise research, and every one of them is only as useful as the context it can reach. An agent that cannot see the strategy, the current roadmap, the dependencies and the actual customer feedback produces confident output disconnected from the work. Building that context layer deliberately, so agents are grounded in the team's real material, is a more considered answer than adding a chat box.

Portfolio handling is where the complexity sits for larger organisations. Roadmaps, objectives and dependencies across many teams and products are the situation airfocus targets, and dependency visibility in particular is what turns a set of team plans into something an executive can actually reason about. AI flags risks and surfaces opportunities against that structure rather than against a single team's board.

The agent work covers triaging feedback and insights, co-authoring requirement documents and specifications, and closing stakeholder loops, which airfocus calls removing the coordination tax. Advanced prioritisation, a custom three-level product hierarchy, a branded customer or stakeholder portal and view types spanning board, timeline, table, chart, list, Gantt, document and inbox are included, with Jira Cloud and Azure DevOps integrations and an MCP server. Professional and Enterprise plans are quoted on request, with objectives and single sign-on offered as add-ons.