The Enterprise AI Brain stack.
A distributed AI operating system with intelligence in orchestration, not in centralized storage. Six layers — from the channels people talk to, down to safe execution against your live systems.
Universal Interaction Layer
One unified conversational interface, everywhere people already work.
Reasoning & Planning Engine
The "OS scheduler" for enterprise intelligence — decides what to do and how.
Dynamic Retrieval Engine
Decides which systems to query, which permissions apply, and whether a cache is valid.
Universal Tool Runtime
A standardized execution framework that turns every system into a composable capability.
Enterprise Memory Fabric
NOT a giant vector DB — a hybrid model where most memory stays transient.
Security & Governance
Enterprise-grade controls woven through every layer of execution.
Retrieval without heavy ingestion.
Instead of indexing everything up front, the engine decides — per request — how to get exactly the context the task requires.
Live API retrieval
Fetch the current record straight from the system of record — no index in between.
Federated search
Query many systems' native search in parallel and merge results at query time.
Selective semantic
Embed only what the task needs, when it needs it — query-time embeddings, not a global corpus.
Event-driven
Kafka / CDC / webhooks / EventBridge invalidate hot cache and trigger proactive workflows.
Temporary indexing
Build an ephemeral index scoped to a single task, then discard it.
Every system, normalized into a composable capability.
The tool abstraction
Each enterprise system is described once, then orchestrated safely:
Runtime capabilities
Execution is transactional and policy-aware by default.
Protocols
A hybrid memory model — mostly transient.
Not a petabyte vector store. Memory is scoped to its job and discarded when the job is done.
Model-agnostic. You choose the model — we own the orchestration.
The platform abstracts the model layer so you can route per task, per tenant, or per policy — including your own hosted weights.
See it reason over your systems.
We'll deploy a scoped pilot inside your cloud and connect a handful of your real APIs.