Best Sell-Side Data Management Platform
- Bloomberg
- GoldenSource
- Gresham
- Opensee – Opensee
- Oxane Partners
- SimCorp
- SmartStream
Best Sell-Side Managed Services Platform
- Arcesium LLC
- BNY Mellon
- FIS
- GoldenSource
- LSEG Data & Analytics
- S&P Global Market Intelligence – AVS – Depository Utility (Managed Service)
- State Street Corporation
Best Buy-Side Data Management Platform
- Alkymi
- Arcesium LLC
- Broadridge Financial Solutions
- Eagle Investment Systems
- Factset
- FINBOURNE Technology
- GoldenSource
- Gresham
- Investortools
- Linedata
- NeoXam – NeoXam DataHub
- Opensee – Opensee
- Oxane Partners
- Rimes
- SimCorpBest Buy-Side Managed Services Platform
- Alveo
- Arcesium LLC
- Broadridge Financial Solutions
- Eagle Investment Systems
- Factset
- GoldenSource
- Linedata
- Rimes
- SimCorp
- State Street Corporation
Best Investment Operations & Data Platform
- Arcesium
- BlackRock Aladdin
- Charles River – IMS
- Investment Systems
- FINBOURNE Technology
- FundGuard
- SimCorp – One
- SS&C
- State Street – Alpha
Best Data Platform for Risk and Portfolio Analytics
- Bloomberg
- BNY Mellon – Risk Services
- Factset
- Investortools
- J.P. Morgan – Fusion by J.P. Morgan
- Jacobi
- Moody’s
- MSCI
- Numerix
- Opensee – Opensee
- Oxane Partners
- Qontigo
- S&P Global Market Intelligence
- SimCorp
- State Street Corporation – Risk Services
Best Cloud/SaaS-Based Data Management Solution
- Canoe Intelligence
- Cloudera
- Diffusion Data
- FINBOURNE Technology
- Fluree
- Index One
- Modern Data Company – DataOS
- MongoDB
- Symphony – Symphony Confidential Cloud
- Teradata – VantageCloud
- Xceptor – Xceptor Reconciliations SaaS
Best AI-Based Data Management Capability
- Alkymi
- BNY Data & Analytics – Auto Classification
- Canoe Intelligence
- FINBOURNE Technology
- Jacobi
- Opensee – Opensee
- Oxane Partners
- S&P Global Market Intelligence – Corporate Actions
Best Data Governance Solution
- Access Corporation – Access Unify
- Ataccama
- Atlan
- Collibra
- Informatica
- Manta
- n-Tier
- Orion Governance
- Solidatus
- ZL Technologies
Best Data Quality Tool
- Collibra – DQ
- Element22 -Pellustro
- Gresham – Clareti DQ
- Informatica
- Innovative Systems, Inc. – Enlighten
- Opensee – Opensee
- Precisely – Trillium
- Soda
Best Data Lineage Solution
- Ab Initio
- Alation
- Aquata by Arcesium
- Ataccama
- BigID
- CData Virtuality
- Cloudera Octopai
- Collibra
- data.world
- Informatica
- MetaKarta
- Solidatus
Best Data Discovery and Catalog Solution
- Alation
- Ataccama
- Atlan
- BigID
- Collibra
- Orion Governance Inc.
- S&P Global – S&P Global Marketplace
- Solidatus – Discovery/Catalog View
Best Data Integration Tool
- Fivetran
- GoldenSource
- Gresham – Clareti
- Informatica
- Qlik Talend integration
- Xceptor
Best Data Ops Solution Provider
- Acceldata
- Databricks
- DataKitchen
- IBM Databand
- Monte Carlo Data
- S&P Global Market Intelligence – Managed Corporate Actions Plus (MCA Plus)
- Snowflake
- Zaloni
Best Data Solution for Regulatory Compliance
- Bloomberg – Bloomberg Regulatory Data Solutions
- Data Dynamics Inc.
- Diligencia – ClarifiedBy
- Dow Jones – Advanced Screening & Monitoring
- Innovative Systems, Inc. – FinScan Enhance
- Opensee – Opensee