# Causal vs Mosaic

**Leader by vioscaleAI score:** Mosaic

| Attribute | Causal | Mosaic |
|---|---|---|
| **vioscaleAI score** | 51 (13% (low)) | 57.6 (41% (low)) |
| content.faq | - | `[{"answer":"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. It is indexed under FP&A Software.","source":"https://www.mosaic.tech/","question":"What is Mosaic?","confidence":0.6},{"answer":"We have confirmed browser-based access to Mosaic. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://www.mosaic.tech/","question":"What platforms does Mosaic support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Mosaic, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://www.mosaic.tech/","question":"Can Mosaic be self-hosted?","confidence":0.6},{"answer":"We have independently confirmed SOC 2 and ISO 27001 for Mosaic. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Mosaic not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.mosaic.tech/security","question":"What security certifications does Mosaic have?","confidence":0.7}]` |
| 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. | An integrated financial planning platform combining HR and finance data for coordinated budgeting, forecasting, and headcount planning. Features real-time dashboards and unlimited scenario analysis to support strategic decision-making across organizations. |
| 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: vioscaleAI. Generated 2026-10-16T20:59:25.170Z. "-" = undocumented, not absent.*