An Architecture Built for Review
Obase AIR is a multi-tenant, per-customer deployable enterprise AI platform built on multi-agent orchestration, the MCP protocol, and an LLM-agnostic model layer. It is documented to support architecture, infrastructure, and security review.
Not Magic. Engineering.
A question like "Who were my top three customers by revenue last month?" isn't answered by one magic model — it's answered by a four-step division of labor. Accuracy is entrusted to a deterministic process, not a model's good intentions.
Semantic Layer
Definitions like "top revenue" or "active customer" aren't embedded in the LLM's weights — they live in a separate, editable semantic model that injects context at query time.
Schema & Business Context
Each customer's "map of the world" — tables, columns, business terms — is injected into the model at query time. The language model is general; the map is specific.
Structured Decision Model
The model doesn't write SQL directly. Intent is first converted into a clean structured decision: "operation: top-N, metric: revenue, time: last month". This structure is loggable, verifiable, and replayable.
Deterministic Analytics Engine
The actual calculation is performed by a lightweight, in-place analytics engine — not a language model. Exact math means even small, economical models are enough.
Governance by Design
Governance is not an add-on — it's built into the platform from the ground up.
Ethical & Trusted AI
Decisions are based on enterprise knowledge, business rules, and semantic intelligence — not solely on LLM outputs.
Transparency
Every response is explainable, with visibility into the underlying data sources and business logic — fully auditable end to end.
Risk Management
Information retrieval, analytics, and operational recommendations follow appropriate approval and security workflows.
Compliance
AIR supports enterprise compliance requirements with GDPR-ready data processing, RBAC, SSO, MFA, and end-to-end encryption.
Accountability
Every recommendation, task, and action is traceable — decisions are assigned, monitored, and measured.
Ready for a Technical Review?
Explore AIR's architecture, security model, and integration capabilities with our solution architects — a 20-document architecture set is ready for review.
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