kawaru

kawaru is a platform for AI transformation planning. AI agents map how your company actually works and show where AI pays off.

AI agents interview employees in chat or by voice, or take in documents and recordings, and build a live process map: steps, roles, systems, timings and exceptions. Process mapping starts from what your company already knows and fills the gaps through interviews, with no system integrations needed to begin.

Interviews can also run directly in the AI assistant your team already uses, through MCP. Once the map is built, your team can return to that assistant at any time and ask questions about how the company works, who does what and which systems each process uses.

On top of that map, kawaru recommends for each process whether to add a skill, buy a tool or build an AI agent, with cost and timeline estimates. Compare options with estimated time savings and payback visible before committing. Decide what stays manual, what uses existing tools and where to use agents.

When building an agent is worth it, kawaru produces a specification an engineer or vendor can work from.

Built for companies planning their AI transformation and consultancies working with clients, kawaru brings process discovery, process mapping and costed AI recommendations into one workspace.