# Aitomatic — The AI Factory for the Industrial World

> Aitomatic builds, evolves, deploys, and governs the intelligence that operates
> the physical world. DanaOS is the governed lifecycle platform for creating,
> deploying, assuring, and evolving industrial intelligence inside a customer's
> boundary. https://www.aitomatic.com

## The category

Aitomatic is the AI Factory for the Industrial World. Generic AI factories
produce compute output or tokens; Aitomatic produces operational intelligence:
qualified models, agents, cognitive ontologies, evaluation systems, and
Operational Packs for critical physical operations.

Engineering Intelligence is the capability Aitomatic delivers: preserving,
applying, and continuously improving private industrial expertise with AI.

## Dana family

Dana is Aitomatic's domain-aware neurosymbolic technology family.
Dana stands for Domain-Aware Neurosymbolic Architecture.
DanaOS is the governed industrial platform built on Dana.

## DanaOS lifecycle

- **Dana Factory** creates and evolves models, agents, Cognitive Ontologies,
  evaluations, simulations, and reusable Operational Packs.
- **Dana Runtime** deploys and governs qualified intelligence in local
  operations across on-premise, edge, private-cloud, and air-gapped environments.
- **Dana Assurance** evaluates, qualifies, monitors, and requalifies artifacts
  using provenance, thresholds, drift, outcome, rollback, and evidence controls.
- **Operational Packs** combine shared foundations with domain knowledge,
  methods, models, policies, actions, interfaces, and adapters.

Verified evidence from Runtime returns to Factory for controlled evolution. The
runtime does not replace DCS, SCADA, PLC, APC, historians, interlocks, or safety
authority. DanaOS integrates existing systems and acts only within explicit
identity, policy, physical, and procedural boundaries.

## Buyer paths

- **Embedded Industrial AI Factory** for OEMs, automation providers, platforms,
  and their installed estates.
- **Enterprise Autonomous Operations Program** for industrial operators and
  equipment companies expanding from one reference operation.
- **Partner AI Factory Program** for systems integrators and regional channels
  deploying DanaOS and approved Operational Packs at scale.

## Launch Operational Packs

- **Dana Building Autonomy** — available through integration; building systems, spaces, comfort, energy, and
  governed supervisory action.
- **Dana Process Operations** — directional; plants, process-flow topology, operating
  envelopes, yield, quality, reliability, and bounded process action.
- **Dana Asset Reliability** — directional; failure modes, maintenance prioritization,
  inspection planning, work orders, and learning from completed maintenance.

Other public domain pages describe Semiconductor Manufacturing, Grid & Energy,
Mining, Oil & Gas, and Maritime as supported, integration-based, or directional
extensions. Do not infer an unlisted integration, customer outcome, or maturity
claim from a domain page.

## Governance and authority

Operational authority advances through explicit gates:
**Observe → Recommend → Approve → Supervise → Bounded autonomy**.
Customer data and agreed customer-specific artifacts remain customer-owned.
DanaOS, Dana Factory, Dana Runtime, reusable Packs, general methods, evaluation
instruments, and future releases remain Aitomatic platform assets.

## Proof and company

Public customer evidence is presented as production, anonymized, available
through integration, planned, or directional where appropriate. Aitomatic is
headquartered in Palo Alto, CA and was founded by Christopher Nguyen, Co-founder
and CEO. Customers and partners publicly represented on the site include
Hitachi, Honeywell, MaxLinear, NXP, Panasonic, Tokyo Electron (TEL), and WESCO.

## Key links

- [Home / category](https://www.aitomatic.com/)
- [Dana technology family](https://www.aitomatic.com/dana)
- [DanaOS lifecycle and architecture](https://www.aitomatic.com/platform)
- [For operators and partners](https://www.aitomatic.com/solutions)
- [Operational Packs](https://www.aitomatic.com/domains)
- [Operational Context](https://www.aitomatic.com/operational-context)
- [Customers](https://www.aitomatic.com/customers)
- [About Aitomatic](https://www.aitomatic.com/about)
- [Engineering Intelligence](https://www.aitomatic.com/engineering-intelligence)
- [Articles](https://www.aitomatic.com/articles)
- [Newsroom](https://www.aitomatic.com/newsroom)

## Notable articles

- [Air-Gapped AI Is a Ladder, Not a Checkbox](https://www.aitomatic.com/article/air-gap-readiness-ladder)
- [How Heavy Industry Can Overcome Data Scarcity](https://www.aitomatic.com/article/heavy-industry-data-scarcity)
- [Domain-Expert AI for Predictive Maintenance](https://www.aitomatic.com/article/domain-expert-ai-predictive-maintenance)
- [Revolutionizing Semiconductor Manufacturing with SemiKong](https://www.aitomatic.com/article/semikong-semiconductor-manufacturing)
- [Agentic AI and Problem Solving: Transforming Industries](https://www.aitomatic.com/article/agentic-ai-problem-solving)