Core concepts

The shared product and responsibility model used throughout BullSequana AI documentation.

Agentic Friendly

Use these terms consistently when reading or writing BullSequana AI documentation.

Product domains

DomainResponsibility
AIUser-facing AI experiences and reusable AI capabilities such as models, RAG, document intelligence, voice, and agents.
DataData integration, engineering, catalog, data science, orchestration, streaming, and analytics capabilities.
FoundationShared platform services for identity, inference, networking, observability, storage, databases, and delivery tooling.

These domains describe the current product. Historical names can still appear in release notes or technical identifiers, but they are not used as product areas.

Resource hierarchy

BullSequana AI provides multi-tenant isolation and team-scoped access as part of the product authorization model.

Installation
└── Tenant / customer
    └── Team
        ├── Users and service identities
        ├── Applications and agents
        ├── Data and knowledge
        └── Models and workloads
  • An installation is one deployed BullSequana AI platform.
  • A tenant represents a customer or organization. BullSequana AI isolates its resources and administration from other tenants.
  • A team is a department or working group inside one tenant. Teams provide delegated access and budget scopes without weakening the tenant boundary.
  • The product scopes access, budgets, applications, data, models, and workloads through this hierarchy.

Responsibility boundaries

  • Deployers prepare infrastructure and install the platform.
  • Platform engineers keep the installation healthy and recoverable.
  • Provider administrators manage installation-wide settings and tenant lifecycle.
  • Tenant administrators manage identity, teams, membership, and delegated budgets inside one tenant.
  • Developers and data practitioners build applications, models, and pipelines without operating the underlying platform.
  • End users consume governed AI and data experiences.
  • Security and compliance owners approve data and use-case access and collect evidence.

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