# Causal vs Mosaic

**Leader by Vioscale score:** Mosaic

| Attribute | Causal | Mosaic |
|---|---|---|
| **Vioscale score** | 53 (13% (low)) | 60.6 (43% (low)) |
| deployment.options | - | `{"cloud":true}` |
| description.long | An extended planning and analysis (xP&A) solution that integrates financial and operational data to provide real-time insights for informed decision-making. | HiBob's Finance Suite is a financial planning and analysis platform integrated within an HCM platform that connects headcount planning, forecasting, and analysis to help Finance and HR align teams, control costs, and drive growth. |
| features.capabilities | `{"xp_and_a":true,"dashboards_reporting":true,"budgeting_forecasting":true}` | `{"xp_and_a":true,"api_access":"read","modelling_engine":"relational","revenue_planning":true,"erp_gl_connectors":true,"scenario_planning":true,"workforce_planning":true,"excel_sheets_native":true,"dashboards_reporting":true,"budgeting_forecasting":true}` |
| integrations.count | - | 30 |
| platform.support | - | `{"web":true}` |
| pricing.model | - | commercial |
| reliability.status_page | yes | yes |
| security.iso27001 | - | yes |
| security.soc2 | - | yes |

## Capabilities (FP&A Software)

| Capability | Causal | Mosaic |
|---|:--:|:--:|
| **Core** |  |  |
| Budgeting / forecasting | ✓ | ✓ |
| Modelling engine | - | Relational |
| **Planning** |  |  |
| Scenario / what-if planning | - | ✓ |
| Workforce / headcount planning | - | ✓ |
| Revenue planning | - | ✓ |
| xP&A (cross-functional planning) | ✓ | ✓ |
| **Finance** |  |  |
| Consolidation | - | - |
| **Connectivity** |  |  |
| ERP / GL connectors | - | ✓ |
| Data-warehouse connectors | - | - |
| Deep Excel / Sheets integration | - | ✓ |
| **Reporting** |  |  |
| Dashboards / reporting | ✓ | ✓ |
| **Platform** |  |  |
| SSO / SCIM | - | - |
| API access | - | Read |

*Source: Vioscale. Generated 2026-09-01T16:58:14.383Z. "-" = undocumented, not absent.*