| Core model | Integrated suite of business apps across CRM, sales, accounting, inventory, purchase, manufacturing, HR, ecommerce, and more. | AI-native operating layer combining ERP, CRM, Contact Center, customer channels, and governed agent execution. |
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| Customization | Odoo Studio, third-party apps, and custom modules; flexibility increases implementation and upgrade ownership. | Configuration and scoped integrations prioritize a governed operating model over unrestricted code customization. |
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| Deployment | Odoo Online, Odoo.sh, or on-premise depending on plan and customization requirements. | Managed cloud deployment with scoped modules, integrations, policies, approvals, and monitored go-live. |
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| AI and agents | Odoo publishes AI tools and agents inside its app suite. Buyers should validate exact actions, app coverage, approvals, and audit behavior. | The SOBERAN Agent executes approved work across operational records and customer channels, with thresholds and human escalation. |
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| External API | Odoo 19 uses JSON-2; external API access is documented for the Custom plan. Older RPC interfaces have a published migration path. | Integration scope declares objects, ownership, direction, identity, permissions, idempotency, reconciliation, and rollback. |
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| Commercial model | Per-user Standard or Custom subscription; implementation, Odoo.sh hosting, custom-code maintenance, and some service credits may be separate. | Scope-based quote based on modules, workflows, integrations, channels, controls, and operating volume. |
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