fitgap

C3 Enterprise Data Lake

Big data processing and distribution systems
Database software
Big data software
Features
Ease of use
Ease of management
Quality of support
Affordability
Market presence
Take the quiz to check if C3 Enterprise Data Lake and its alternatives fit your requirements.
Pricing from
Pay-as-you-go
Free Trial unavailable
Free version unavailable
User corporate size
Small
Medium
Large
User industry
-

What is C3 Enterprise Data Lake

C3 Enterprise Data Lake is an enterprise data lake product from C3 AI that supports ingesting, organizing, and serving large volumes of data for analytics and AI/ML use cases. It is typically used by data engineering and data science teams that need a governed data foundation for operational and analytical workloads. The product aligns to C3 AI’s broader platform approach, emphasizing integration with enterprise systems and support for building data-driven applications on top of curated datasets.

pros

Enterprise integration orientation

The product is positioned to connect enterprise source systems and bring data into a centralized lake environment. This can reduce the amount of custom integration work needed when compared with assembling multiple point tools. It is designed for organizations that prioritize standardized connectors, repeatable pipelines, and operationalization of data for downstream applications.

Governance-aligned data foundation

C3 Enterprise Data Lake is commonly presented as part of a governed data layer within the C3 AI ecosystem. This focus supports controlled access, consistent definitions, and managed datasets for analytics and AI initiatives. For regulated or multi-team environments, this can help reduce ad hoc data copies and inconsistent metrics.

Built for AI/ML workloads

The product is oriented toward preparing and serving data for machine learning and AI applications, not only traditional BI reporting. This can be useful where feature-ready datasets and repeatable data preparation are required. It fits organizations that want a data lake tightly coupled to application development and model deployment workflows.

cons

Ecosystem and portability tradeoffs

Because it is part of a broader vendor platform, implementations may be more coupled to C3 AI tooling and patterns than a purely open, modular lake architecture. This can increase switching costs if an organization later standardizes on different storage, compute, or orchestration components. Data and pipeline portability should be validated during architecture and contracting.

Less transparent feature comparability

Publicly available, detailed technical documentation and benchmark-style comparisons can be harder to validate than for widely adopted standalone cloud data warehouses and open lakehouse stacks. This can make it more difficult to assess performance, concurrency, and cost behavior for specific workloads before a proof of concept. Buyers often need hands-on evaluation to confirm fit.

Complexity for smaller teams

A platform-style enterprise data lake can be heavier to implement and operate than simpler managed analytics services. Organizations without mature data engineering and governance practices may face longer time-to-value. Licensing and implementation typically require careful scoping to avoid overbuilding relative to near-term needs.

Plan & Pricing

Pricing model: Pay-as-you-go / consumption-based (charges per vCPU / vGPU hour).

Free tier/trial: No permanently free tier or time-limited free trial clearly published on the vendor site.

Entry / Pilot: C3 AI states new customers are offered a six-month pilot subscription that includes one AI Enterprise application, unlimited use of the C3 AI Platform (developer and runtime licensing), and concierge technical support — price for the pilot is not published on the site (contact sales required). cite

Example / published costs (vendor site): For the C3 Generative AI Suite, C3 AI published a customer entry cost of $250,000 to bring a generative AI application into production within 12 weeks; after production the customer pays per vCPU/vGPU hour (volume discounts apply). This is an example published on the vendor site but not a per-unit vCPU/hour rate. cite

Marketplace procurement: C3 AI products (including generative AI offerings) are available on hyperscaler marketplaces (e.g., Google Cloud Marketplace) where procurement and consumption billing may be handled through the marketplace. Pricing details are not published on the product pages and may be exposed via the marketplace or by contacting sales. cite

Notes / vendor guidance: The official C3 AI product pages (including the C3 AI Platform / Enterprise Data Lake description) describe capabilities but do not publish per-product, per-seat, or per-instance pricing for the C3 Enterprise Data Lake. The vendor directs customers to contact sales for commercial terms and pricing. cite

Seller details

C3.ai, Inc.
Redwood City, CA, USA
2009
Public
https://c3.ai/
https://x.com/C3_AI
https://www.linkedin.com/company/c3-ai/

Tools by C3.ai, Inc.

C3 Predictive Maintenance
›
C3 Energy Management
›
C3 Agentic AI Platform
›
C3 Enterprise Data Lake
›
C3 Fraud Detection
›
C3 Inventory Optimization
›
C3 Sensor Health
›
C3Iot
›
C3 AI Suite
›

Popular categories

Generative AI & LLM

Agents, autonomous & workflow automation

Vertical AI

Sales

Marketing

Security

Analytics

Collaboration & productivity

Commerce

Content management

Customer service

Development

ERP

HR

IT infrastructure

IT management

Generative AI & LLM

Agents, autonomous & workflow automation

Vertical AI

Sales

Marketing

Security

Analytics

Collaboration & productivity

Commerce

Content management

Customer service

Development

ERP

HR

IT infrastructure

IT management

All categories