C3 AI Demand Planning vs Jozu Hub
C3 AI Demand Planning
c3.aiJozu Hub
jozu.comSide by side
| Figure | C3 AI Demand Planning | Jozu Hub |
|---|---|---|
| Price from | — | Free |
| Free plan | — | Yes |
| Free trial | — | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 2 |
| Spec score · Model Registry Software | 7.5 (#13) | 7.8 (#8) |
| Spec score · Model registries | 7.1 (#28) | 8.0 (#12) |
| Deployment | C3 AI applications support C3 AI-managed or customer-managed cloud deployments on AWS, Microsoft Azure, and Google Cloud Platform. | Hub is available as a hosted Sandbox or as self-hosted software for on-premises and private-cloud deployment. |
| 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. | Jozu says Hub is commonly accessed from CI/CD systems such as GitHub Actions and GitLab, and experiment trackers such as MLflow. |
| Intended users | The product page identifies demand planners and business leaders as users and describes aligning finance, operations, and compliance teams around forecasts. | Jozu describes its customers as enterprises, regulated industries, and governments, including teams operating in air-gapped environments. |
| Purpose | Helps demand planners and business leaders create forecasts across granularities and changing market conditions and align teams around a unified demand plan. | Jozu Hub is a registry for models, agents, MCPs, and skills that verifies artifacts before they run and supports governance and auditability. |
| Support | C3 AI directs customers to its Support Portal and provides a 24/7 urgent support line through the customer's contract or [email protected]. | The pricing page lists Discord community support for Sandbox and email plus Slack support for Enterprise. |
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.
Jozu Hub
Jozu Hub is a registry for models, agents, MCPs and skills, with checks intended to verify artifacts before they run. It combines scanning with policy enforcement, Cosign signatures, OCI attestations and tamper-evident audit records. The product page describes scans across nine vulnerability classes, including malicious code, backdoored weights, data poisoning, prompt injection and license violations. Teams can compare ModelKit versions side by side and follow artifact history from experiment through production. Hub can also compose Rapid Inference Containers from a hardened base image and ModelKit at pull time, without a build step. Hub is available as a hosted Sandbox or as self-hosted software for on-premises and private-cloud use, including fully air-gapped deployment. Its MCP registry API supports centrally curated servers in clients such as VS Code, Cursor and Claude Desktop. The free Sandbox costs nothing and includes unlimited public repositories, one private repository and 250 GB of storage.