Comparison · Industrial AI
Curiosity and C3 AI
An application catalog, or tools you describe
Curiosity gives you a context layer your teams build on; C3 AI sells enterprise AI applications.
Your data · your environment
Who each tool is for
Different problems, honestly stated
Curiosity
For industrial and regulated teams whose knowledge sits in engineering systems and structured records, where the answer depends on how those records connect, and where the deployment has to run on their own infrastructure.
C3 AI
An enterprise AI company selling prebuilt applications, for reliability, supply chain and defense among others, and a platform for building more. Deployments are typically large programs in industrial, energy and government settings.
How Curiosity compares
Where the boundary falls
C3 AI brings finished applications for well-known problems. Curiosity is for the many smaller tools each team needs, built by describing them on a graph your own engineers can evaluate first.
Every record, not only plant data
Sensor and asset data tell you what happened. The tickets, part records, supplier notices and field reports around them tell you why. Curiosity joins both.
Across vendors, not inside one
A plant runs systems from many suppliers. Curiosity connects them into one graph rather than adding intelligence to one vendor’s applications.
Tools your teams describe
Studio builds the app, dashboard or agent from a sentence, on the connected data, so a new tool is not a new project.
Side by side
Feature comparison
The same five questions, answered for both.
Deployment
Cloud or self-hosted, ready to use
Cloud or on premises
Data model
Managed context layer and knowledge graph
Platform and prebuilt applications
Industrial fit
Built for industrial and enterprise teams
Industrial, energy, government
Data reach
70+ systems connected, and yours through a connector you write
Broad, with services
Residency
EU hosted, or entirely your own infrastructure
Configurable
Customization
What your team can change
Your own code, interface, data model and configuration. C3 AI as its own documentation described it in October 2026. Where it says Not available, the vendor documents no such capability.
Your own code
C# endpoints, AI tools and tasks, compiled in Studio
Python and JavaScript methods on C3 Types
Your own interface
Your own front end in C#, deployed from git
Generated UIs: dashboards, maps, chat interfaces
Data model
Typed node and edge schemas you define
C3 AI Type System types and ontology
Configuration as code
Every change committed to git, pushed to your remote
IDE with Git workflow and pull requests
APIs and SDKs
REST API, C# and Python library, connector SDK
REST API per Type, Python SDK
AI integration
What AI can build and reach
Whether AI can build on it, who reviews the result, and which models it runs. C3 AI as its own documentation described it in October 2026.
AI that builds
Sudo drafts endpoints, tools, schemas and screens
C3 Code builds full apps from a prompt
Review before it applies
Every change a diff a person approves, in a sandbox
Opens pull requests, people approve governed deployment
Model choice
Any major provider, or an OpenAI compatible endpoint
Claude default, also GPT, Gemini, Grok, Mistral, Llama
Models on your servers
Open weights on your servers, or air gapped
On premises and air gapped deployment, extra charge
Assistant permissions
Built in tools search as the user, per record
Agent operates within each user's existing permissions
Agent protocols
MCP server and an OpenAI compatible API
Central and application MCP servers
At Airbus, we developed the next generation of customer support AI assistance tools with Curiosity, enhancing our technical support’s ability to access and navigate vast data from multiple sources, including millions of documents.
Services Innovation Team
Airline Services at Airbus
Industrial AI
Other comparisons in this group
AVEVA and Cognite
Curiosity connects every industrial record; AVEVA and Cognite contextualize operational data.
CompareSAP Joule
Curiosity connects records across vendors; Joule is SAP’s assistant and agents inside SAP applications.
CompareSiemens Industrial Copilot
Curiosity connects your whole estate; Siemens copilots add AI inside Siemens software.
CompareYour data. Your infrastructure.