{"data":{"entities":[{"slug":"abacum","name":"Abacum","tagline":"The AI-native FP&A platform that drives performance","homepage":"https://www.abacum.ai/","category":{"slug":"fp-a","name":"FP&A Software"},"vendor":null,"score":{"composite":77.4,"confidence":0.29,"confidenceBand":"low","breakdown":{"price_level":{"value":0,"weight":10,"present":false,"contribution":0},"reliability":{"value":0,"weight":12,"present":false,"contribution":0},"capabilities":{"value":96,"weight":32,"present":true,"contribution":3072.8},"integrations":{"value":49.1,"weight":18,"present":true,"contribution":883.9},"security_posture":{"value":70,"weight":12,"present":true,"contribution":840},"pricing_transparency":{"value":0,"weight":16,"present":false,"contribution":0}},"computedAt":"2026-08-04T11:07:01.954Z"},"uri":"https://www.vioscale.ai/software/abacum","aliases":["abacum"],"status":"active","facts":{"deployment":[{"attribute":"deployment.options","value":{"cloud":true},"provenance":{"source":"https://www.abacum.ai/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.6,"snapshotRef":null}}],"description":[{"attribute":"description.long","value":"Abacum combines simplicity with enterprise-grade flexibility, enabling finance teams to plan with confidence, and make better decisions, faster.","provenance":{"source":"https://www.abacum.ai/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.6,"snapshotRef":null}}],"features":[{"attribute":"features.capabilities","value":{"sso_scim":true,"consolidation":"multi_entity","revenue_planning":true,"erp_gl_connectors":true,"scenario_planning":true,"workforce_planning":true,"excel_sheets_native":true,"dashboards_reporting":true,"warehouse_connectors":true,"budgeting_forecasting":true},"provenance":{"source":"https://www.abacum.ai/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.6,"snapshotRef":null}}],"integrations":[{"attribute":"integrations.count","value":50,"provenance":{"source":"https://www.abacum.ai/","sourceType":"crawler:website","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.6,"snapshotRef":null}},{"attribute":"integrations.list","value":[{"name":"Tableau"},{"name":"Stripe"},{"name":"Snowflake"},{"name":"Salesforce"},{"name":"Amazon S3"},{"name":"BigQuery"},{"name":"Google Sheets"},{"name":"Google Drive"},{"name":"Chargebee"}],"provenance":{"source":"https://www.abacum.ai/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.6,"snapshotRef":null}}],"platform":[{"attribute":"platform.support","value":{"web":true},"provenance":{"source":"https://www.abacum.ai/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.6,"snapshotRef":null}}],"pricing":[{"attribute":"pricing.model","value":"commercial","provenance":{"source":"https://www.abacum.ai/","sourceType":"crawler:pricing","retrievedAt":"2026-08-04T08:30:18.466Z","confidence":0.6,"snapshotRef":null}}],"security":[{"attribute":"security.gdpr","value":true,"provenance":{"source":"https://trust.abacum.ai","sourceType":"crawler:website","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.75,"snapshotRef":null}},{"attribute":"security.iso27001","value":true,"provenance":{"source":"https://www.abacum.ai/","sourceType":"crawler:pricing","retrievedAt":"2026-08-04T08:30:18.466Z","confidence":0.48,"snapshotRef":null}},{"attribute":"security.soc2","value":true,"provenance":{"source":"https://www.abacum.ai/","sourceType":"crawler:pricing","retrievedAt":"2026-08-04T08:30:18.466Z","confidence":0.48,"snapshotRef":null}}]},"factList":[{"attribute":"deployment.options","value":{"cloud":true},"provenance":{"source":"https://www.abacum.ai/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.6,"snapshotRef":null}},{"attribute":"description.long","value":"Abacum combines simplicity with enterprise-grade flexibility, enabling finance teams to plan with confidence, and make better decisions, faster.","provenance":{"source":"https://www.abacum.ai/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.6,"snapshotRef":null}},{"attribute":"features.capabilities","value":{"sso_scim":true,"consolidation":"multi_entity","revenue_planning":true,"erp_gl_connectors":true,"scenario_planning":true,"workforce_planning":true,"excel_sheets_native":true,"dashboards_reporting":true,"warehouse_connectors":true,"budgeting_forecasting":true},"provenance":{"source":"https://www.abacum.ai/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.6,"snapshotRef":null}},{"attribute":"integrations.count","value":50,"provenance":{"source":"https://www.abacum.ai/","sourceType":"crawler:website","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.6,"snapshotRef":null}},{"attribute":"integrations.list","value":[{"name":"Tableau"},{"name":"Stripe"},{"name":"Snowflake"},{"name":"Salesforce"},{"name":"Amazon S3"},{"name":"BigQuery"},{"name":"Google Sheets"},{"name":"Google Drive"},{"name":"Chargebee"}],"provenance":{"source":"https://www.abacum.ai/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.6,"snapshotRef":null}},{"attribute":"platform.support","value":{"web":true},"provenance":{"source":"https://www.abacum.ai/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.6,"snapshotRef":null}},{"attribute":"pricing.model","value":"commercial","provenance":{"source":"https://www.abacum.ai/","sourceType":"crawler:pricing","retrievedAt":"2026-08-04T08:30:18.466Z","confidence":0.6,"snapshotRef":null}},{"attribute":"security.gdpr","value":true,"provenance":{"source":"https://trust.abacum.ai","sourceType":"crawler:website","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.75,"snapshotRef":null}},{"attribute":"security.iso27001","value":true,"provenance":{"source":"https://www.abacum.ai/","sourceType":"crawler:pricing","retrievedAt":"2026-08-04T08:30:18.466Z","confidence":0.48,"snapshotRef":null}},{"attribute":"security.soc2","value":true,"provenance":{"source":"https://www.abacum.ai/","sourceType":"crawler:pricing","retrievedAt":"2026-08-04T08:30:18.466Z","confidence":0.48,"snapshotRef":null}}],"claimed":false,"updatedAt":"2026-08-04T08:35:31.659Z","formats":{"json":"https://www.vioscale.ai/api/v1/software/abacum","markdown":"https://www.vioscale.ai/software/abacum.md","html":"https://www.vioscale.ai/software/abacum"}},{"slug":"pigment","name":"Pigment","tagline":"Agentic AI for enterprise business planning","homepage":"https://www.pigment.com","category":{"slug":"fp-a","name":"FP&A Software"},"vendor":null,"score":{"composite":87.6,"confidence":0.16,"confidenceBand":"low","breakdown":{"price_level":{"value":0,"weight":10,"present":false,"contribution":0},"reliability":{"value":0,"weight":12,"present":false,"contribution":0},"capabilities":{"value":96,"weight":32,"present":true,"contribution":3072.8},"integrations":{"value":0,"weight":18,"present":false,"contribution":0},"security_posture":{"value":65,"weight":12,"present":true,"contribution":780},"pricing_transparency":{"value":0,"weight":16,"present":false,"contribution":0}},"computedAt":"2026-08-04T11:01:37.477Z"},"uri":"https://www.vioscale.ai/software/pigment","aliases":["pigment"],"status":"active","facts":{"deployment":[{"attribute":"deployment.options","value":{"cloud":true},"provenance":{"source":"https://www.pigment.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-01T14:59:08.733Z","confidence":0.6,"snapshotRef":null}}],"description":[{"attribute":"description.long","value":"An AI platform for real-time business planning. Provides flexible planning, forecasting, and reporting for finance, sales, HR, supply chain, and ESG teams.","provenance":{"source":"https://www.pigment.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-01T14:59:08.733Z","confidence":0.6,"snapshotRef":null}}],"platform":[{"attribute":"platform.support","value":{"web":true},"provenance":{"source":"https://www.pigment.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-01T14:59:08.733Z","confidence":0.6,"snapshotRef":null}}],"pricing":[{"attribute":"pricing.model","value":"commercial","provenance":{"source":"https://www.pigment.com","sourceType":"crawler:pricing","retrievedAt":"2026-08-01T14:16:35.635Z","confidence":0.6,"snapshotRef":null}}],"security":[{"attribute":"security.iso27001","value":true,"provenance":{"source":"https://www.pigment.com","sourceType":"crawler:pricing","retrievedAt":"2026-08-01T14:16:35.635Z","confidence":0.48,"snapshotRef":null}},{"attribute":"security.soc2","value":true,"provenance":{"source":"https://www.pigment.com","sourceType":"crawler:pricing","retrievedAt":"2026-08-01T14:16:35.635Z","confidence":0.48,"snapshotRef":null}}],"features":[{"attribute":"features.capabilities","value":{"sso_scim":true,"xp_and_a":true,"api_access":"full","consolidation":"multi_entity","revenue_planning":true,"erp_gl_connectors":true,"scenario_planning":true,"workforce_planning":true,"dashboards_reporting":true,"warehouse_connectors":true,"budgeting_forecasting":true},"provenance":{"source":"https://www.pigment.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-01T14:59:08.733Z","confidence":0.6,"snapshotRef":null}}]},"factList":[{"attribute":"deployment.options","value":{"cloud":true},"provenance":{"source":"https://www.pigment.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-01T14:59:08.733Z","confidence":0.6,"snapshotRef":null}},{"attribute":"description.long","value":"An AI platform for real-time business planning. Provides flexible planning, forecasting, and reporting for finance, sales, HR, supply chain, and ESG teams.","provenance":{"source":"https://www.pigment.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-01T14:59:08.733Z","confidence":0.6,"snapshotRef":null}},{"attribute":"platform.support","value":{"web":true},"provenance":{"source":"https://www.pigment.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-01T14:59:08.733Z","confidence":0.6,"snapshotRef":null}},{"attribute":"pricing.model","value":"commercial","provenance":{"source":"https://www.pigment.com","sourceType":"crawler:pricing","retrievedAt":"2026-08-01T14:16:35.635Z","confidence":0.6,"snapshotRef":null}},{"attribute":"security.iso27001","value":true,"provenance":{"source":"https://www.pigment.com","sourceType":"crawler:pricing","retrievedAt":"2026-08-01T14:16:35.635Z","confidence":0.48,"snapshotRef":null}},{"attribute":"security.soc2","value":true,"provenance":{"source":"https://www.pigment.com","sourceType":"crawler:pricing","retrievedAt":"2026-08-01T14:16:35.635Z","confidence":0.48,"snapshotRef":null}},{"attribute":"features.capabilities","value":{"sso_scim":true,"xp_and_a":true,"api_access":"full","consolidation":"multi_entity","revenue_planning":true,"erp_gl_connectors":true,"scenario_planning":true,"workforce_planning":true,"dashboards_reporting":true,"warehouse_connectors":true,"budgeting_forecasting":true},"provenance":{"source":"https://www.pigment.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-01T14:59:08.733Z","confidence":0.6,"snapshotRef":null}}],"claimed":false,"updatedAt":"2026-08-01T16:07:31.986Z","formats":{"json":"https://www.vioscale.ai/api/v1/software/pigment","markdown":"https://www.vioscale.ai/software/pigment.md","html":"https://www.vioscale.ai/software/pigment"}}],"attributes":[{"attribute":"deployment.options","values":{"abacum":{"attribute":"deployment.options","value":{"cloud":true},"provenance":{"source":"https://www.abacum.ai/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.6,"snapshotRef":null}},"pigment":{"attribute":"deployment.options","value":{"cloud":true},"provenance":{"source":"https://www.pigment.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-01T14:59:08.733Z","confidence":0.6,"snapshotRef":null}}}},{"attribute":"description.long","values":{"abacum":{"attribute":"description.long","value":"Abacum combines simplicity with enterprise-grade flexibility, enabling finance teams to plan with confidence, and make better decisions, faster.","provenance":{"source":"https://www.abacum.ai/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.6,"snapshotRef":null}},"pigment":{"attribute":"description.long","value":"An AI platform for real-time business planning. Provides flexible planning, forecasting, and reporting for finance, sales, HR, supply chain, and ESG teams.","provenance":{"source":"https://www.pigment.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-01T14:59:08.733Z","confidence":0.6,"snapshotRef":null}}}},{"attribute":"features.capabilities","values":{"abacum":{"attribute":"features.capabilities","value":{"sso_scim":true,"consolidation":"multi_entity","revenue_planning":true,"erp_gl_connectors":true,"scenario_planning":true,"workforce_planning":true,"excel_sheets_native":true,"dashboards_reporting":true,"warehouse_connectors":true,"budgeting_forecasting":true},"provenance":{"source":"https://www.abacum.ai/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.6,"snapshotRef":null}},"pigment":{"attribute":"features.capabilities","value":{"sso_scim":true,"xp_and_a":true,"api_access":"full","consolidation":"multi_entity","revenue_planning":true,"erp_gl_connectors":true,"scenario_planning":true,"workforce_planning":true,"dashboards_reporting":true,"warehouse_connectors":true,"budgeting_forecasting":true},"provenance":{"source":"https://www.pigment.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-01T14:59:08.733Z","confidence":0.6,"snapshotRef":null}}}},{"attribute":"integrations.count","values":{"abacum":{"attribute":"integrations.count","value":50,"provenance":{"source":"https://www.abacum.ai/","sourceType":"crawler:website","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.6,"snapshotRef":null}},"pigment":null}},{"attribute":"integrations.list","values":{"abacum":{"attribute":"integrations.list","value":[{"name":"Tableau"},{"name":"Stripe"},{"name":"Snowflake"},{"name":"Salesforce"},{"name":"Amazon S3"},{"name":"BigQuery"},{"name":"Google Sheets"},{"name":"Google Drive"},{"name":"Chargebee"}],"provenance":{"source":"https://www.abacum.ai/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.6,"snapshotRef":null}},"pigment":null}},{"attribute":"platform.support","values":{"abacum":{"attribute":"platform.support","value":{"web":true},"provenance":{"source":"https://www.abacum.ai/","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.6,"snapshotRef":null}},"pigment":{"attribute":"platform.support","value":{"web":true},"provenance":{"source":"https://www.pigment.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-01T14:59:08.733Z","confidence":0.6,"snapshotRef":null}}}},{"attribute":"pricing.model","values":{"abacum":{"attribute":"pricing.model","value":"commercial","provenance":{"source":"https://www.abacum.ai/","sourceType":"crawler:pricing","retrievedAt":"2026-08-04T08:30:18.466Z","confidence":0.6,"snapshotRef":null}},"pigment":{"attribute":"pricing.model","value":"commercial","provenance":{"source":"https://www.pigment.com","sourceType":"crawler:pricing","retrievedAt":"2026-08-01T14:16:35.635Z","confidence":0.6,"snapshotRef":null}}}},{"attribute":"security.gdpr","values":{"abacum":{"attribute":"security.gdpr","value":true,"provenance":{"source":"https://trust.abacum.ai","sourceType":"crawler:website","retrievedAt":"2026-08-04T08:32:59.588Z","confidence":0.75,"snapshotRef":null}},"pigment":null}},{"attribute":"security.iso27001","values":{"abacum":{"attribute":"security.iso27001","value":true,"provenance":{"source":"https://www.abacum.ai/","sourceType":"crawler:pricing","retrievedAt":"2026-08-04T08:30:18.466Z","confidence":0.48,"snapshotRef":null}},"pigment":{"attribute":"security.iso27001","value":true,"provenance":{"source":"https://www.pigment.com","sourceType":"crawler:pricing","retrievedAt":"2026-08-01T14:16:35.635Z","confidence":0.48,"snapshotRef":null}}}},{"attribute":"security.soc2","values":{"abacum":{"attribute":"security.soc2","value":true,"provenance":{"source":"https://www.abacum.ai/","sourceType":"crawler:pricing","retrievedAt":"2026-08-04T08:30:18.466Z","confidence":0.48,"snapshotRef":null}},"pigment":{"attribute":"security.soc2","value":true,"provenance":{"source":"https://www.pigment.com","sourceType":"crawler:pricing","retrievedAt":"2026-08-01T14:16:35.635Z","confidence":0.48,"snapshotRef":null}}}}],"capabilities":{"category":{"slug":"fp-a","name":"FP&A Software"},"groups":[{"group":"Core","rows":[{"axis":{"key":"budgeting_forecasting","label":"Budgeting / forecasting","type":"bool","group":"Core"},"values":{"abacum":true,"pigment":true}},{"axis":{"key":"modelling_engine","label":"Modelling engine","type":"enum","enumValues":[{"value":"spreadsheet","label":"Spreadsheet"},{"value":"relational","label":"Relational"},{"value":"multidimensional","label":"Multidimensional"}],"group":"Core"},"values":{"abacum":null,"pigment":null}}]},{"group":"Planning","rows":[{"axis":{"key":"scenario_planning","label":"Scenario / what-if planning","type":"bool","group":"Planning"},"values":{"abacum":true,"pigment":true}},{"axis":{"key":"workforce_planning","label":"Workforce / headcount planning","type":"bool","group":"Planning"},"values":{"abacum":true,"pigment":true}},{"axis":{"key":"revenue_planning","label":"Revenue planning","type":"bool","group":"Planning"},"values":{"abacum":true,"pigment":true}},{"axis":{"key":"xp_and_a","label":"xP&A (cross-functional planning)","type":"bool","group":"Planning"},"values":{"abacum":null,"pigment":true}}]},{"group":"Finance","rows":[{"axis":{"key":"consolidation","label":"Consolidation","type":"enum","enumValues":[{"value":"none","label":"None"},{"value":"multi_entity","label":"Multi-entity"},{"value":"statutory","label":"Statutory"}],"group":"Finance"},"values":{"abacum":"multi_entity","pigment":"multi_entity"}}]},{"group":"Connectivity","rows":[{"axis":{"key":"erp_gl_connectors","label":"ERP / GL connectors","type":"bool","group":"Connectivity"},"values":{"abacum":true,"pigment":true}},{"axis":{"key":"warehouse_connectors","label":"Data-warehouse connectors","type":"bool","group":"Connectivity"},"values":{"abacum":true,"pigment":true}},{"axis":{"key":"excel_sheets_native","label":"Deep Excel / Sheets integration","type":"bool","group":"Connectivity"},"values":{"abacum":true,"pigment":null}}]},{"group":"Reporting","rows":[{"axis":{"key":"dashboards_reporting","label":"Dashboards / reporting","type":"bool","group":"Reporting"},"values":{"abacum":true,"pigment":true}}]},{"group":"Platform","rows":[{"axis":{"key":"sso_scim","label":"SSO / SCIM","type":"bool","group":"Platform"},"values":{"abacum":true,"pigment":true}},{"axis":{"key":"api_access","label":"API access","type":"enum","enumValues":[{"value":"none","label":"None"},{"value":"read","label":"Read"},{"value":"full","label":"Full"}],"group":"Platform"},"values":{"abacum":null,"pigment":"full"}}]}]},"leader":"pigment","generatedAt":"2026-08-07T00:01:54.996Z"},"meta":{"source":"https://www.vioscale.ai","license":"CC-BY-4.0","generatedAt":"2026-08-07T00:01:54.996Z","disclaimer":"Independent, evidence-based. Every fact carries provenance.","profile":"balanced","weights":{"docs_quality":0.09,"github_stars":0.05,"github_activity":0.18,"release_cadence":0.12,"security_posture":0.14,"package_downloads":0.28,"stackoverflow_activity":0.14}}}