Customize K Pro

K Pro is customizable at three levels.

User specific, Per-team and per-org via custom skills. Skills are both how users invoke complete multi-step workflows and how customer bioinformatics and biology teams encode internal best practice. Customer-specific skills can capture internal scoring methodologies, naming conventions, regulatory submission templates, or the methodologies of internal KOLs. Custom skills are versioned, promoted through a publish-and-review lifecycle, and can take precedence over Owkin-built skills under per-customer governance.

Custom data and tool integration. Proprietary datasets connect via the BYOD pattern (data lake, MCP server wrapping an internal database). Internal tools (compound libraries, biomarker pipelines, RWD systems) register as MCP servers and become first-class agents in K Pro's orchestrator. Custom scoring dimensions can be added through internal MCP servers (e.g. "K Pro, also penalize targets that failed our internal toxicity screen").

Custom views and reports. Filter and re-rank dynamically. Export to report formats matching your team's structure or branding. Persistent project workspaces with custom dashboards.

Skill authoring today benefits from Owkin-side support during onboarding. We are investing in self-service skill-creation tooling so customer teams can author skills directly. Status: in active development.