Use cases
For the people responsible for how software gets built
KumiQ is built for engineering organizations where several teams, and their AI agents, need to follow the same standards.
VP Engineering and CTOs
Roll out AI agents without losing consistency
Give every team the same engineering baseline as AI coding agents spread across the organization.
Platform engineering teams
Own standards as a shared platform
Maintain conventions and practices centrally instead of copying instruction files into every repository.
Engineering managers and tech leads
Onboard teams and agents faster
New developers and AI agents start from the organization's documented way of building software.
Multi-team organizations
Reduce fragmented AI workflows
Replace team-specific prompts and conventions with one source of truth that every team can rely on.
Quality, security and regulated environments
Make expectations explicit and traceable
Keep security and quality standards in one visible place. KumiQ does not provide compliance certification.
Growing engineering organizations
Scale practices with headcount
Keep architectural principles intact as new teams form and adopt their own tools.