The organizational knowledge graph built for large Japanese enterprises
Asterminds continuously maps who knows what across your organization, bridging expertise across departments, sites, and functions without any employee filling out forms.
How the knowledge graph is built and queried
Three layers from raw organizational data to actionable expert discovery.
AI processing layer that builds and maintains the expertise graph from contribution signals, co-authorship patterns, and project participation history.
Connects to the systems your organization already uses
Zero data transfer to Asterminds. All processing runs inside your private cloud tenancy (AWS, Azure, or GCP). Asterminds never receives individual employee records. The knowledge graph is computed on your infrastructure and queried through our API.
Message content is never read. Only participation metadata (who contributed to what, when) is processed to infer expertise signals.
See how expertise clusters form across your organization
The organizational topology view shows knowledge clusters, bridges between departments, and at-risk expertise nodes.
Fits into how your teams already work
Bidirectional sync for organizational structure, roles, and mobility history.
Ticket ownership and resolution history as expertise contribution signals.
Document authorship and co-editing patterns drive knowledge edge weights.
Channel membership and thread participation metadata (content never read).
Privacy and data governance built for large Japanese organizations
Asterminds was designed from the beginning for the strict data governance requirements of large Japanese enterprises. The core principle: your data never leaves your infrastructure.
Every connector uses read-only API access. The knowledge graph is built and stored in your private tenancy. Asterminds operates as a query layer, not a data store.
- All processing runs in your private cloud tenancy
- Read-only API connectors, no write access to source systems
- Message and document content is never transmitted
- Role-based access controls on graph query permissions
- Full audit log of all expert-finder queries
- Data residency in Japan for all tenancies
Ready to map your organization's expertise?
Apply for a private pilot tailored to your organization's structure and data environment.