Directory · Data and analytics
Data management
101 products carry this category. Categories are tags, so several of these also appear elsewhere.
What is meant by Data management?
The systems and processes that bring data from many sources into one governed store: mastering an instrument or entity across vendors, resolving conflicts between them, recording lineage, and distributing a single agreed version to consuming systems.
Who uses Data management?
Data teams; everyone else consumes the result.
What gets confused with Data management?
Reference data and market data, which are sources. Data management is the layer that reconciles them and decides which one wins when they disagree.
What should you ask a vendor about Data management?
The value is in the conflict rules and the audit trail, not the storage.
This definition is Buyside Fintech’s own editorial work, not a vendor’s. The products listed below carry the sources we read.
Data management products
101 PRODUCTS
73 Monitor73 StringsAI-assisted monitoring of illiquid holdings, sold with 73 Value for valuations and 73 Extract for pulling data out of unstructured documents.73 Value73 StringsAutomates equity and credit valuations for private capital managers as part of the 73 Intelligence platform; investors shown on its own site include Blackstone, Goldman Sachs, Hamilton Lane and Golub Capital.AddeparAddeparMulti-asset portfolio management, aggregation and reporting platform used by family offices, wealth managers and institutional allocators.Alts Data ManagementAddeparLP-side management of alternatives data alongside public holdings, with private fund benchmarks and the Navigator scenario modelling tool.AlkymiAlkymiUses language models to turn unstructured investment documents into standardised datasets, with editions for alternatives and private credit.Alkymi Private CreditAlkymiExtracts data from loan agent notices, compliance certificates and borrower financials to track loan performance, covenant compliance and risk metrics.AlphaCert Investment Data Management PlatformAlphaCertIngests investment data from internal and external sources, validates and transforms it, and holds it as a single record for fund managers' investment operations teams.ALTO InvestmentAmundi TechnologyA front-to-back platform for asset managers and asset owners covering portfolio construction and analysis, order management and execution, embedded investment guidelines and pre- and post-trade controls, market and liquidity risk, instrument and benchmark data, and operations through to corporate actions, reconciliations and NAV control.AquataArcesiumCloud data and analytics platform used by hedge funds and asset managers for security master, data modelling, governance and quality control; sits beside the Opterra operational platform.Arcesium IntelligenceArcesiumAn agent layer over Arcesium's Opterra and Aquata platforms, launched 20 May 2026, with pre-built agents for P&L decomposition, NAV review, execution cost analytics and report generation, plus a studio for firms to build their own.OpterraArcesiumPost-trade and investment operations platform covering unified accounting, allocations, reconciliations and treasury; paired with Limina for front-to-back.ArchArchAggregates private markets documents and data for LPs, family offices and advisors; site announces a Series B with MUFG Innovation Partners and Franklin Templeton.AsoraAsoraCollects a family office's asset data automatically from its banks and custodians, tracks the holdings and produces reports for the families it serves.OpenFIGIBloombergFree identifier mapping portal and API for the FIGI open symbology standard, with Bloomberg acting as Registration Authority under the Object Management Group standard.Blueflame AIBlueflame AIAn agent platform for private equity, private credit and hedge fund deal teams that connects to a firm's own documents and systems, with a dealmaker agent called Amp on top.BMLL Data FeedBMLL TechnologiesDelivery of BMLL's historical market data and derived analytics into a firm's own systems by API, file transfer, cloud data warehouse or data platform.Eagle PerformanceBNYPerformance measurement engine within the former Eagle Investment Systems suite, now marketed as BNY Eagle data and analytics solutions.Canoe ConnectCanoe IntelligenceCollects documents from GP portals and inboxes and extracts data from capital calls, distribution notices and partner capital account statements for the LP side; incubated in 2013 and launched independently in 2017; part of Bloomberg since its acquisition of Canoe closed on 1 October 2026.Canoe IntelligenceCanoe IntelligenceCollects alternatives documents from GP portals and extracts fund and asset level data; Bloomberg completed its acquisition of Canoe on 1 October 2026.CaptideCaptideAPIs and AI agents that answer questions from public company filings, press releases and earnings calls for hedge funds and banks.Cardo AICardo AIPlatform for asset-based finance teams that handles data, waterfall calculations and reporting.CascadeCascade DebtPrivate credit platform for asset-based finance providing receivables data integration, risk analytics, deal structuring and facility monitoring for originators and institutional investors.Charles River Data PlatformCharles River DevelopmentCloud data warehouse plus AI-assisted enterprise data management that feeds front, middle and back office; part of the State Street Alpha platform.CherreCherreData management platform that connects and standardises real estate data for real estate investment and asset managers.Clearwater Investment Accounting PlatformClearwater AnalyticsDaily multi-basis, multi-currency accounting book of record producing GAAP, STAT, IFRS and tax bases at once, with NAV and stakeholder reporting.Clearwater Investment IntelligenceClearwater AnalyticsAggregates, reconciles and validates investment data daily as a managed service; the company now trades as CWAN and went private in June 2026.Fund AnalyticsClearwater AnalyticsLaunched 17 June 2026 for investors in private funds; it extracts and validates data from GP reports first, then runs performance measurement, peer benchmarking against a shared Fund Master dataset, look-through portfolio monitoring and liquidity forecasting on it.Total Portfolio OversightClearwater AnalyticsDeveloped with Blackstone and announced 3 June 2026, it puts portfolio oversight, risk exposure, shock analysis and direct portfolio query across public and private holdings in one view; Clearwater says it is in production and being extended to selected beta clients.Crisil Integral IQCrisil Integral IQOutsourced research, analytics and data operations for buy-side and sell-side firms, including credit analysis, covenant monitoring and periodic reviews.CuriumEDMCurium Data SystemsSmaller-footprint enterprise data management and data quality platform for buy-side operations, available as CuriumSaaS hosted on Microsoft Azure; founded as Sun Street Limited and renamed in 2015.Datactics Augmented Data QualityDatacticsData quality software that profiles, cleanses and matches data records, with automated rule generation.DiligenceVaultDiligenceVaultRuns manager due diligence as structured data rather than documents: allocators send and score diligence questionnaires, and managers maintain one answer set they reuse across the allocators asking.DucoDuco TechnologyNo-code, cloud-native platform where operations staff build their own reconciliations, plus data extraction and exception management.dv01dv01Loan-level data management, reporting and analytics for structured products and private credit, including portfolio and market surveillance for investors.EllisEllisSits above a private credit manager's fund administrator, general ledger, loan and bank systems, reconciles them into one book with every figure traceable to its source, and runs agents across close, LP reporting and portfolio monitoring.AtlasFiveEton SolutionsFamily office system combining data aggregation, entity management, general ledger accounting, portfolio management and reporting for single and multi-family offices.Fencore Data Management PlatformFencoreNewer data management platform for financial institutions, listed as a direct competitor to GoldenSource and NeoXam; its own website returned no readable content, so the product name could not be confirmed from the vendor.LUSIDFINBOURNE TechnologyAPI-first investment data management platform that builds a single trusted record of instruments, positions and transactions across public and private assets.Finley TechnologiesFinley TechnologiesSoftware and services for credit funds and lenders that digitise credit agreement terms and automate loan servicing, loan administration and portfolio monitoring for debt facilities.FIS Data Integrity ManagerFISSWIFT-accredited reconciliation platform, formerly sold as IntelliMatch, that tracks reconciliation inventory and uses machine learning to speed matching.Fund RecsFund RecsNo-code platform used by fund administrators and asset managers to connect, normalise and reconcile fund operations data.FundGuardFundGuardCloud-native real-time accounting engine that runs IBOR, fund accounting/ABOR and private markets portfolio accounting on one system; raised a $40M Series B in 2022.GenieAIGenieAIConnects an existing stack of administrators, custodians, OMS and accounting systems into one operational layer and runs no-code agent workflows over it for shadow NAV oversight, reconciliation, corporate actions, reporting and share class analysis.GoldenSource EDMGoldenSourceGolden-copy enterprise data management built from Security Master, Entity Master, Product Master and a packaged cloud edition called EDM Now.GoldenSource EDM NowGoldenSourceCloud-native, pre-packaged security master aimed at firms that do not want to build a full enterprise data management deployment.GoldenSource Security MasterGoldenSourceCentralised security and reference data mastering with validation, golden-copy modelling and governance; sold alongside Entity Master, Product Master, Price Master and Corporate Actions Master.Control CloudGresham TechnologiesCloud platform that matches financial data across systems and runs exception and investigation workflows for back-office operations.Opus EDMGresham TechnologiesCollects, connects and curates structured and unstructured data into a single source of truth, with a data dictionary and product and account masters.Prime EDMGresham TechnologiesEnterprise data management for pricing and reference data that names corporate actions as a core use case; Gresham also sells Control Cloud, Connect Cloud, Pulse Data and Opus EDM.Gyre HubGyre ResearchPortfolio analytics platform covering portfolio management and construction, back testing, performance, risk, compliance, reconciliation, portfolio accounting, ESG and tax.Haver AnalyticsHaver AnalyticsProvides more than 290 economic time-series databases delivered through DLX software, the HaverView website, direct feeds and API.Hebbia MaxHebbiaAI platform for investment firms and banks that reads a firm's own documents and produces analyst-style research output; backed by Andreessen Horowitz, Index Ventures and GV.IVP Data WarehouseIndus Valley PartnersCloud data warehouse that consolidates and cleanses data from internal systems, fund administrators, brokers and third parties for reporting.IVP Enterprise Data ManagementIndus Valley PartnersCentralises and governs data workflows for alternative asset managers, sold alongside a Security and Reference Master and a cloud Data Warehouse.IVP Security and Reference MasterIndus Valley PartnersStandardises, validates and distributes instrument, entity and counterparty reference data to accounting, OMS, risk and reporting systems for hedge funds and private markets firms.S&P Global AI Data PortalKenshoConnects large language models and AI agents to S&P Global financial and market data through structured and adaptive retrieval.KDB-XKXTime-series and vector database with analytics used by capital markets firms for large volumes of market and trading data.Sesame OneLandytechMulti-asset portfolio management, analytics and automated reporting for family offices, private banks and asset managers, fed by 500+ custodian connections.LumonicLumonicAutomated portfolio monitoring and reporting for private credit and private equity, now branded a PitchBook company; its own page does not confirm valuation as a core feature.MacrobondMacrobondMacroeconomic and financial time-series research platform with data feeds and AI assistants, used by hedge funds, asset managers and pension funds.IDEAMaiden CenturyPlatform that consolidates alternative data sources and maps them to company KPIs for fundamental and quantitative investors.MasttroMasttroWealth and portfolio platform for family offices covering liquid, alternative and physical assets across entities and currencies.Masttro Alternatives AIMasttroFamily office wealth platform module that extracts capital call and distribution notice data from documents, maps the cash flows and reconciles them against bank transactions.MetalMetalStructures a private capital firm's deals, documents and decisions into a context graph that its own AI tools reach through an API or an MCP server.MSCI Diligence PlatformMSCIAI platform for limited partners that organises GP documents and extracts fund data for manager due diligence and reporting; formerly Vantager.MultiplierMultiplierConnects AI agents to a fund's own research material and data sources, including channel checks, expert calls, company financials, portfolio risk measures and trade history across some 60 sources, and runs on the client's own cloud infrastructure.NeoXam AgentsNeoXamA platform for building, running and supervising AI agents across NeoXam's investment operations software, launched on 24 June 2026 with agents for reconciliation breaks, compliance alert triage, data setup and report generation, and general availability set for September 2026.NeoXam AroNeoXamLow-code reconciliation platform for trades, cash, bank accounts and NAV validation, built on the EZOPS technology NeoXam acquired in December 2024.NeoXam DataHubNeoXamMaster data management platform that consolidates securities, entities, corporate actions, funds, ESG and benchmark data into one golden copy for buy-side and asset-servicing firms.NomerraNomerraAI agent platform for private-markets asset servicers and managers that processes fund documents, moves data between systems, performs cash reconciliation and prepares payments.OntraOntraSoftware for private markets firms covering contract automation, compliance and entity management.Opensee Trade AnalyticsOpenseeUnified trade repository with real-time TCA, MiFID II best execution reporting and natural-language querying; raised an 11 million euro Series A in 2022 led by Omnes Capital.ODIN Platform and VICAPOpturo Inc.Performance, attribution and multi-currency GIPS composite management, sold both as the enterprise ODIN platform and the subscription SAYS platform.Orbit PlatformOrbit Financial TechnologyBrings public filings, a firm's internal files and third-party data into one place for institutional investors, answers questions in plain language with citations back to the source document, and monitors companies and portfolios continuously.Oxane PanoramaOxane PartnersPrivate credit platform whose Valuations module and third-party valuation service cover corporate credit, asset-based lending, real estate and securitized products.Oxane Panorama ValuationsOxane PartnersValuation module inside the Oxane Panorama private credit platform, offered alongside a third-party independent valuation service.PactFiPactFiOperational platform for executing and servicing private credit transactions, covering deal closing, secondaries workflows, data infrastructure and post-close servicing.VectorPortfolio BIData management product for alternative asset managers, sold with Archon for security and reference master and XtractIQ for private markets extraction.PortfolioIQPortfolioIQExtracts and standardizes portfolio company data from investor updates, board decks and financial statements with human verification.PCR Data AggregationPrivate Client ResourcesCollects and consolidates investment data from custodians and alternative investment managers for wealth reporting.Rimes Enterprise Data ManagementRimes TechnologiesIngests, validates, enriches and governs investment data across asset classes and delivers it into tools such as Databricks and Snowflake.Rimes Intelligence Fabric for Capital MarketsRimes TechnologiesManaged data service covering security master, price master and entity master alongside benchmark, index, ESG and private markets data.iLEVELS&P GlobalInstitutional private markets data management and portfolio monitoring system, originally Ipreo/IHS Markit and now sold by S&P Global Market Intelligence.SaphyreSaphyreHolds account opening, legal agreement and standing settlement instruction data in one place shared by the buy side, its brokers and its asset servicers, so trading accounts are ready to trade and settlement instructions stay current.SEI Data CloudSEICentralised data layer underneath SEI's investment manager platform, feeding the manager portal and the reporting built on it.SEI ScopeSEIManager portal announced in June 2026 that brings workflows, analytics and oversight of SEI's administration service together in one screen for the manager.sievesieveExtracts data from websites, PDFs and filings using AI, has human reviewers check it, and returns it through an API or into a spreadsheet.Agent LaunchpadSimCorpAnnounced in April 2026, a place inside SimCorp One from which clients deploy AI agents built by SimCorp and by partner vendors against front-to-back investment workflows.SimCorp GainSimCorpEnterprise data management offering sold with the SimCorp One investment platform and managed data services for institutional investors.SimCorp OneSimCorpFront-to-back investment management platform used by large institutional managers, insurers and pensions.Smart Data (Reference Data Utility)SmartStream TechnologiesManaged, mutualised reference data service delivering cleansed securities data pre-market for equities, fixed income, futures, options and derivatives, with MiFID, EMIR and T+1 support.SolidatusSolidatusData lineage and metadata management with column-level lineage and regulatory overlays; Citi has made a strategic investment and is a user.Charles River IMSState StreetSingle platform covering portfolio management, order and execution management, compliance, post-trade operations and investment accounting; the core technology of State Street Alpha.TamarixTamarix TechnologiesAI platform for limited partners that ingests GP documents and data, monitors private-markets portfolios, automates reporting and forecasts liquidity.TetrixTetrixExtracts data from private equity PDF documents so institutional investors can analyse and monitor private market holdings.Optimize SpendTRG ScreenEnterprise expense management for market data, research and subscription spend, tracking over $10 billion of subscription cost for financial institutions.Versana Digital Data PlatformVersanaTakes loan agent data for broadly syndicated loans and private credit directly from administrative agents and publishes it to lenders in real time, with a reconciliation module on top.Vidrio PlatformVidrio FinancialTechnology-enabled service for allocators covering data aggregation and exposure analytics across hedge funds and private capital; the About page confirms the company but not the attribution module specifically.XceptorXceptorData automation platform that ingests, transforms, normalises and validates data across post-trade workflows including reconciliations and tax.Xceptor ConfirmationsXceptorAutomates confirmation generation, counterparty chasing, AI extraction from unstructured confirmation documents and matching of booked trades against the broker version.Xceptor ReconciliationsXceptorAutomates reconciliation over structured and unstructured inputs such as PDFs and broker statements, with smart matching and exception routing.