Company knowledge
Connect policies, procedures, contracts, technical documentation, and approved institutional knowledge while preserving source and ownership.
Company Brain · Enterprise Context Layer
Build a company brain your agents can use.
SVCG designs the context layer that gives agents the knowledge, business meaning, current operating state, permissions, and tools required for each task. The source systems remain authoritative.
What we mean by company brain
A company brain is the governed context layer behind enterprise agents. It assembles the knowledge, business meaning, current state, decision history, permissions, and available actions needed for a specific user and task. It is an architecture, not a chatbot or a single repository.
Intelligence architecture
One shared understanding of how the business works.
Business semantics
Model entities, metrics, terms, relationships, ownership, and rules so agents reason in the language of the organization.
Operational state
Bring current workflow status, events, transactions, exceptions, and system-of-record data into task-specific context.
Decision memory
Preserve approved decisions, outcomes, evidence, and feedback with expiration rules. A previous agent response should not become permanent truth by default.
Identity and permissions
Assemble context according to user identity, role, policy, data sensitivity, purpose, tenancy, and least-privilege boundaries.
Skills and governed tools
Expose approved APIs, MCP tools, workflows, and systems of action with validation, audit trails, limits, and human approval.
Context operating loop
From fragmented information to controlled action.
01
Connect
Federate trusted documents, data, systems, events, and tools while leaving authoritative records in place.
02
Structure
Map entities, relationships, definitions, policies, ownership, provenance, and current state.
03
Assemble
Build a compact context package for the current user, task, and decision instead of loading every available source.
04
Act
Let approved agents reason and use governed tools inside bounded enterprise workflows.
05
Improve
Review evaluations, traces, outcomes, and approved feedback before changing retrieval, context rules, or agent behavior.
Agentic RAG
Retrieval becomes part of the reasoning loop.
Agentic RAG lets an agent decide what evidence it needs, query approved sources, inspect the results, refine the query, and cite the evidence it used. Retrieval is one part of the company brain. The same architecture must also provide business semantics, live state, permissions, decision history, and governed actions.
Enterprise outcomes
Shared context across every operating domain.
Operations intelligence
Give workflow agents current procedures, exceptions, system state, prior decisions, and approved actions across ERP, CRM, and operations systems.
Finance and risk context
Connect policies, rate cards, contracts, transactions, controls, evidence, and approval history for decision agents.
Customer and service context
Unify product knowledge, customer history, entitlements, open issues, policies, and next-best actions with permission boundaries.
Engineering and field context
Bring specifications, assets, telemetry, work orders, incidents, procedures, and field observations into operational agent workflows.
Physical AI context
Connect perception, digital twins, asset state, safety policy, maintenance knowledge, and human escalation to robotics systems.
Executive decision context
Assemble trusted metrics, business definitions, assumptions, source evidence, decisions, and ownership for planning and review.
Frequently asked questions
What is a company brain for AI agents?
A company brain is the governed context layer that assembles the knowledge, business meaning, current state, decision history, permissions, and tools an agent needs for a specific task. It does not require all company data to live in one system.
How is a company brain different from agentic RAG?
Agentic RAG handles evidence retrieval inside an agent's reasoning loop. A company brain also supplies business semantics, live operational state, identity, permissions, decision history, approved actions, and feedback. Retrieval is one service in the wider context architecture.
Does a company brain centralize all enterprise data?
No. It can federate context from existing systems and leave data where it is. The context layer exposes permission-aware views, common definitions, retrieval services, and approved tools to agents.
How does a company brain keep agent context current and governed?
Each source needs an owner, lineage, a freshness policy, and access controls. At runtime, the system applies identity and policy checks, records the assembled context, and evaluates whether the agent used it correctly. Time-sensitive context also needs expiration rules.
Define the context your agents actually need.
Email info@svc.group with the workflow, source systems, access constraints, and decisions the agent must support. We will help map the context architecture and its operating controls.