Best Buy-Side Data Management Platform
- Alkymi
- Alveo
- Arcesium LLC
- Bloomberg
- Broadridge Financial Solutions
- Eagle Investment Systems
- Factset
- GoldenSource
- Investortools – Perform
- Linedata
- Neoxam
- Opensee
- Oxane Partners
- Rimes
- SimCorp
Best Sell-Side Data Management Platform
- Alveo
- Arcesium LLC
- Asoft – DatanXzen
- Bloomberg
- Broadridge Financial Solutions
- Factset
- FIS
- GoldenSource
- Neoxam
- Opensee
- Oxane Partners Oxane Panorama
- SimCorp
Best Sell-Side Managed Services Platform
- Arcesium LLC
- BNY Mellon
- Broadridge Financial Solutions
- FIS
- GoldenSource
- LSEG Data & Analytics
- State Street Corporation
Best Buy-Side Managed Services Platform
- Alveo
- Arcesium LLC
- Broadridge Financial Solutions
- Eagle Investment Systems
- Factset
- GoldenSource
- Linedata
- Rimes
- SimCorp
- State Street Corporation
Best Data Management Platform for ESG
- Bloomberg
- Data Dynamics
- Factset
- ISS ESG
- LSEG Data & Analytics
- Moody’s
- MSCI
- Opensee
- S&P Global Market Intelligence
Best Fund Accounting, Portfolio Management & Data Platform
- Arcesium LLC
- BNY Mellon
- Broadridge Financial Solutions
- Charles River
- Dynamo Software
- Eagle Investment Systems
- FIS
- Linedata
- SimCorp
- SS&C Advent / SS&C Eze
- State Street Corporation
Best Data Platform for Risk and Portfolio Analytics
- Bloomberg
- BNY Mellon (Risk Services)
- Factset
- Investortools
- Jacobi
- Moody’s
- MSCI
- Numerix
- Opensee
- Oxane Partners
- Qontigo
- S&P Global Market Intelligence
- SimCorp
- State Street Corporation (Risk Services)
Best Cloud-Based Data Management Solution
- Arcesium (Cloud-native)
- Bloomberg (BPIPE Cloud)
- Canoe Intelligence
- Cloudera
- Data Dynamics
- Databricks
- DiffusionData
- GoldenSource
- MongoDB (Atlas)
- Opensee
- Rimes (Cloud)
- S&P Global Market Intelligence (Cloud Delivery)
- SimCorp (Cloud Offering)
- Snowflake
- Teradata (VantageCloud)
Best AI-Based Data Management Capability
- 7 Chord Inc
- Alkymi
- Canoe Intelligence
- Moody’s (AI capabilities)
- Nexdata
- Opensee
- Oxane Partners
- QuantCube Technology
- Quantexa
- S&P Global Market Intelligence (AI discovery)
- Synthesized
Best Data Governance Solution
- Ataccama
- BigID
- Collibra
- IBM
- Informatica
- Manta
- n-Tier
- Oracle
- Orion Governance Inc.
- SAP
- Solidatus
- ZL Technologies
Best Data Quality Tool
- Ataccama
- Collibra (DQ module)
- Duco
- Gresham Technologies (Clareti DQ)
- IBM (QualityStage)
- Informatica
- Innovative Systems, Inc.
- Monte Carlo Data
- Opensee
- Precisely (Trillium)
- SAS
- Synthesized (synthetic data quality)
Best Data Lineage Solution
- Ataccama
- Atlan
- BigID
- Collibra
- data.world
- Global IDs
- Informatica
- Manta
- Octopai
- Orion Governance Inc.
- Solidatus
Best Data Semantics Solution
- Cambridge Semantics
- Collibra (Business Glossary/Semantics)
- Fluree
- GraphDB (Ontotext)
- PoolParty Semantic Suite
- Stardog
- TopQuadrant (Precisely)
Best Data Discovery and Catalog Solution
- Alation
- Ataccama
- Atlan
- BigID
- Collibra
- data.world
- Informatica
- Manta (IBM)
- Oracle
- Orion Governance Inc.
- S&P Global Market Intelligence
- Solidatus (discovery/catalog view)
- VendEx Solutions, Inc.
Best Data Integration Tool
- Boomi
- Duco (matching/reconciliation)
- Fivetran
- GoldenSource (integration capabilities)
- Gresham Technologies (Clareti)
- IBM (DataStage)
- Informatica
- MuleSoft (Salesforce)
- Qlik (Talend integration)
- SnapLogic
- Xceptor
Best Data Ops Solution Provider
- Acceldata
- Databricks
- DataKitchen
- DiffusionData
- IBM Databand
- Monte Carlo Data
- Snowflake (DataOps features)
- StreamSets
- Zaloni
Best Data Security Solution
- BigID
- Collibra (Permissions)
- Data Dynamics
- IBM Guardium
- Immuta
- Informatica (Masking/Security)
- Oracle Security
- Privacera
- Protegrity
- Securiti.ai
- Theta Lake
- Valarian (formerly Worldr)
- ZL Technologies (Information Governance/Security)
Best Solution for Data Privacy
- BigID
- Collibra (Privacy module)
- Data Dynamics
- Immuta
- Informatica (Data Privacy Management)
- OneTrust
- Privacera
- Securiti.ai
- Theta Lake
Best Data Solution for Regulatory Compliance
- Bloomberg (regulatory data)
- Data Dynamics
- Diligencia Consulting Ltd
- DTCC (GTR etc)
- Fenergo
- Innovative Systems, Inc.
- LSEG (regulatory data/solutions)
- n-Tier
- Nasdaq (AxiomSL)
- NICE Actimize
- Regnology
- SAS
- Wolters Kluwer
- ZL Technologies
Best Data Solution for Digital Assets
- Amberdata
- Association of National Numbering Agencies (ANNA) and the Digital Token Identifier (DTI) Foundation (DTIF)
- Blocksize
- CCData (previously CryptoCompare)
- Chainalysis
- CoinAPI
- Elliptic
- Fireblocks
- Kaiko
- Lukka
Best Data Management Solution for Unstructured Data
- Alkymi
- Canoe Intelligence
- Data Dynamics
- DataRobot
- IBM Watson
- MongoDB
- OpenText
- ZL Technologies
Best Entity Data Solution
- Bloomberg (Entity Exchange)
- Bureau van Dijk (Moody’s)
- Diligencia Consulting Ltd
- Dun & Bradstreet
- Factset
- GoldenSource
- Innovative Systems, Inc. (entity resolution)
- LSEG Data & Analytics
- S&P Global Market Intelligence
Best Client On-Boarding Solution
- Appian
- Canoe Intelligence
- Diligencia Consulting Ltd
- Fenergo
- Know Your Customer
- NICE Actimize
- Pegasystems
- Salesforce (Financial Services Cloud)
- SatorismartKYC
- SS&C Tier1
- Xceptor
Best Data Mesh Solution
- Collibra
- Databricks
- Denodo
- Informatica
- NextData
- Snowflake
- Starburst
Best Knowledge Graph Solution for Data Management
- Cambridge Semantics
- Fluree
- GraphDB (Ontotext)
- Neo4j
- PoolParty
- Solidatus (graph visualization)
- Stardog
- TigerGraph