C3 AI Demand Planning vs JFrog ML
C3 AI Demand Planning
c3.aiJFrog ML
jfrog.comSide by side
| Figure | C3 AI Demand Planning | JFrog ML |
|---|---|---|
| Price from | — | — |
| Free plan | — | — |
| Free trial | — | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 0 |
| Spec score · Model Registry Software | 7.5 (#13) | 7.9 (#7) |
| Spec score · Model registries | 7.1 (#28) | 7.8 (#16) |
| Deployment | C3 AI applications support C3 AI-managed or customer-managed cloud deployments on AWS, Microsoft Azure, and Google Cloud Platform. | Models can be served as API endpoints, used for batch inference, and A/B tested. |
| Founded | 2009 | 2008 |
| Headquarters | Redwood City, California, United States | Sunnyvale, California, and Netanya, Israel |
| Integrations | C3 AI's demand planning data sheet says the application integrates bi-directionally with ERP and planning systems to support automated and human-in-the-loop workflows. | JFrog's integration catalog includes Hugging Face, NVIDIA, Amazon SageMaker, and Azure Machine Learning integrations. |
| Purpose | Helps demand planners and business leaders create forecasts across granularities and changing market conditions and align teams around a unified demand plan. | JFrog ML is a unified platform for building, deploying, and monitoring machine learning models in production. |
Plans
In their own words
C3 AI Demand Planning
C3 AI Demand Planning helps demand planners and business leaders create forecasts across levels of detail and changing market conditions, then align teams around one demand plan. Continuously learning AI models forecast across time horizons, including new products and sparse or intermittent demand, while reconciling top-down and bottom-up forecasts without manual tuning. The application combines ERP and enterprise data with market indices, weather, and geopolitical inputs. Forecasts include model rationale and SHAP feature drivers in an evidence package for explanation and auditability. Intelligent agents support what-if planning by detecting anomalies and incorporating news feeds, macroeconomic indices, and market events. Bi-directional ERP and planning integrations support automated and human-in-the-loop workflows. Deployment can be C3 AI-managed or customer-managed on AWS, Microsoft Azure, or Google Cloud Platform. Security includes role-based access, SAML 2.0 or OIDC single sign-on, and OAuth 2.0 authorization. Pricing is available on request.