Designed for enterprise control.
IIOS is built to satisfy IT, data, and security leaders. It reasons across your systems while your data stays under your control — with the deployment, permissions, and governance your organization requires.
Security protects your data.
Atlas also protects your judgment.
Atlas is designed to keep meaningful distinctions between what was observed, what a model inferred, what a person judged, and what the organization decided — so intelligence keeps its history.
Source evidence
What was actually observed, with its origin retained.
AI inference
What a model concluded from that evidence — marked as such.
Human judgment
What a person weighed and decided to trust.
Organizational decision
What the institution committed to, and why.
Important intelligence is designed to retain its provenance. Changing an AI model should not silently redefine what an organization knows, believes or has decided.
Your data stays yours
IIOS does not require customers to surrender ownership of operational data. Customer data remains under customer control — the platform reads and reasons over it without taking custody of your systems of record.
IIOS is designed to minimize data replication. Wherever practical, it reasons across customer-controlled data sources rather than creating duplicate enterprise data stores.
IIOS does not need to own every dataset. It can read, reason across, and structure knowledge while you retain control of the underlying data.
Deploy where your policies require
Deployment answers two questions: where Atlas runs, and who controls the customer-specific intelligence environment. What is available today, what is configured per engagement, and what remains architectural direction is marked explicitly below.
Where Atlas runs
From a fully managed cloud to private, customer-controlled infrastructure.
Who controls the intelligence environment
Atlas is not designed to require permanent dependence on Atlas as the custodian of your accumulated intelligence.
Atlas Cloud
Fully managed, tenant-isolated platform — the fastest path to first value, with your data read through governed access rather than taken into custody.
Atlas Private Node
A dedicated, single-organization environment provisioned and scoped for you, with tighter isolation of your intelligence environment.
Atlas Private Enterprise
Private, customer-controlled infrastructure scoped to your requirements through an implementation engagement.
Customer cloud & disconnected operation
Deployment into your own cloud account (AWS, Azure, GCP), customer-managed keys, and fully disconnected / air-gapped operation are directions we design toward and scope per engagement — not universal, self-serve options today.
Connect on your terms
IIOS can reach data through whichever mechanism your security team approves — always governed, always auditable.
APIs
Read through governed, read-only API connections to your systems of record.
Customer-controlled databases
Reason over replicas or views you provision and control, without taking custody of source data.
Secure file exchange
Structured import through encrypted, permissioned exchange for regulated environments.
Customer-provisioned environments
Deploy the reasoning layer beside your data in an environment you own and administer.
Reasoning sits above your data — it does not absorb it
IIOS adds a governed reasoning layer on top of the systems you already own. Data stays in your systems of record; the platform reads through approved, auditable access and returns evidence-linked reasoning to the people who decide.
Studios & Applications
Role-based reasoning environments. Every output is permissioned and evidence-linked.
IIOS Reasoning Layer
Knowledge Fabrics, Industrial Graph, and the Reasoning Engine — governed by RBAC, provenance, and audit.
Governed, Auditable Access
Read-only APIs, customer-controlled replicas, or secure exchange — approved by your security team.
Your Systems of Record
ERP, CRM, PLM, warehouses, and documents. You remain the owner and system of record.
The dashed boundary is the trust line: nothing crosses it without access your security team has explicitly approved, and everything that does is logged.
Access and accountability by design
- Role-based access control across entities, relationships, and Studios
- Per-user and per-group permissions with least-privilege defaults
- Audit trails of queries, reasoning actions, and changes, designed for defensibility
- Source provenance designed to travel with assertions in the graph
- Evidence history so conclusions can be inspected and defended
- Decision traceability from question to answer to outcome
Reasoning you can oversee
- Human-in-the-loop reasoning — the platform proposes, people decide
- Evidence-linked outputs with traceable sources and confidence
- Configurable models, including customer-approved and private models
- Prompt governance and configurable usage policies
- Customer-controlled data-usage and retention policies
Built to connect to what you already run
IIOS is designed to sit above your existing enterprise stack and reason across it.
The reasoning layer above your systems — not a replacement for them
IIOS does not compete with your systems of record. It makes them more valuable by reasoning across them.
- A replacement for your ERP
- A replacement for your CRM
- A replacement for your BI stack
- A replacement for PLM
- A replacement for document management
Bring your security team to the table.
Request our security architecture, deployment options, and governance documentation for your evaluation.