| Business context | Connects real e-commerce data | Context must be provided manually | Data is scattered across back offices |
| Specialized tasks | Prebuilt e-commerce Skills | Relies on manually designed Prompts | Relies on coordination across multiple tools |
| Proactive monitoring | Supports scheduled and event-triggered tasks | Usually requires manual triggering | Workflows must be configured manually |
| Execution control | High-impact operations require approval first | Usually provides recommendations only | Permissions and records managed separately |
| Output format | Reports, charts, lists, and results | Primarily conversational text | Requires manual consolidation |