Core AI Engine

The brain that runs your company.

ScaleaOS Engine is the autonomous core — a company graph, an agent runtime, a realtime bus and an automation pipeline working as one machine.

graph online 12 agents active bus < 200ms runtime healthy
ScaleaOS Core
Agents
Data
Finance
Tasks
Docs
Signals
Automation pipeline

Signal in. Action out.

Every event flows through the same pipeline: ingest, reason, decide, act, verify — with the agent in the loop and you in control.

scalea — pipeline live
ingest$event · stripe.invoice.paid
reason$matched account → Northwind
decide$renewal risk dropped to low
act$updated CRM · notified owner
verify$consistency check passed
pipeline$idle · awaiting next event
System architecture

Built like an OS, not a dashboard.

Six subsystems compose the engine. Each is independent, observable and replaceable — wired together by the company graph.

01Graph

Unified company graph

Users, orgs, customers, transactions, tasks and documents — one schema, fully connected and queryable.

02Runtime

Agent runtime

A managed runtime that hosts your agents, tools and memory with sandboxed execution and full audit.

03Realtime

Realtime sync bus

A WebSocket event bus — a change in any surface propagates across the OS in under 200ms.

04Model

Model router

Routes each task to the right Claude model — fast for triage, deep for reasoning — with cost controls.

05Memory

Vector memory

Long-term company memory so the agent recalls context across documents, threads and time.

06Security

Policy & RBAC

Org, team and role policies enforced at the graph edge — enterprise-grade from day one.

AI agents

A team of agents on every function.

AT
Atlas
Operations
online

Watches pipeline & tasks, reroutes work and keeps execution on track.

LE
Ledger
Finance
online

Models cashflow & runway, drafts investor updates on schedule.

SC
Scout
Intelligence
online

Scans signals across the graph and surfaces what changed and why.

FO
Forge
Automation
online

Builds and runs workflows, wiring triggers to actions across tools.