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Governance tools help enterprises trust their data and their AI: knowing what data exists, who can use it, whether it is accurate and whether its use meets privacy and regulatory rules. As agents gain access to more systems, this layer becomes a prerequisite rather than a nice-to-have.
Behavioral AI email security platform
Abnormal AI sells a cloud email security platform that uses behavioral analysis to detect phishing, business email compromise and account takeover. It extends to other collaboration and cloud applications.
Climate risk analytics for agriculture and investors
Acara Climate provides climate risk models and data, including crop yield and loss scenarios and natural hazard exposure, for investors and organizations in agriculture. It also supports climate disclosure and sustainability reporting.
Data observability platform for monitoring data quality, pipelines and cost
Acceldata provides a data observability and agentic data management platform that monitors data quality, pipeline health and compute spend across cloud and on-premises data stacks. It targets data engineering and platform teams in large enterprises that run complex, multi-vendor data estates.
Weather data, forecasts and APIs for business
AccuWeather supplies weather forecasts, alerts and historical data to consumers and businesses, including APIs and enterprise weather intelligence products. Enterprise customers use the data for operations, risk and planning.
Information security training and consulting firm in Thailand
ACIS provides training and consulting in cybersecurity, IT governance and standards such as ISO 27001, ISO 42001 and PCI DSS, plus software including TrustWork for PDPA and AI security assessment.
Customer data, identity resolution and audience data for marketers
Acxiom provides consumer data, audiences and an identity layer (Real ID) that helps brands unify and enrich customer records and activate them across channels. It also offers advisory and implementation services around first-party data and customer data platforms. It is now part of Omnicom following Omnicom's acquisition of Interpublic Group.
AI-powered security awareness training and social engineering simulation
Adaptive Security provides security awareness training and phishing, voice and deepfake simulation to help employees recognize AI-enabled social engineering attacks. It targets enterprise security and IT teams.
Governance platform for AI agent access to tools and data
Agen (by Frontegg) controls how AI agents access enterprise tools and data including MCP servers, inventorying agents and enforcing runtime policy.
Confidential computing software that protects data in use
Anjuna provides confidential computing software that runs applications, including AI workloads, in hardware-secured enclaves so data stays protected while in use across clouds.
Automated data quality monitoring for structured and unstructured data
Anomalo uses machine learning to detect data quality issues in warehouses and lakehouses without writing rules for each table, and it also analyzes unstructured documents for AI use. Customers include large enterprises that run analytics and generative AI on their own data.
Data preparation platform that cleans and classifies enterprise data for AI
Aparavi makes software that scans, classifies, de-duplicates and approves enterprise data before AI systems use it. It masks PII and can export prepared data to vector databases.
AI training data, annotation and model evaluation services
Appen provides data collection, annotation and evaluation services for AI models using a global crowd and managed teams, offering text, audio, image and video work and generative AI evaluation. It is listed in Australia and serves technology companies and enterprises.
Governance and identity for AI agents
Ares Networks (Beyond Aerospace Ltd.) offers a governance layer for AI agents that issues agent identities, scoped job credentials, inspects inputs and outputs, and keeps a tamper-resistant audit record. It supports agent-to-agent and MCP calls and is sold through the Azure Marketplace.
Application-aware disaster recovery for AWS and Azure
Arpio provides disaster recovery and cyber resilience that maps application dependencies and automates failover, testing and failback across AWS and Azure, including Amazon Bedrock agents.
Unified data quality, governance and master data management platform
Ataccama offers the Ataccama ONE platform, which combines data quality, data catalog, observability and master data management with AI-assisted automation. It is aimed at large enterprises that need to govern and trust data across hybrid and multi-cloud estates.
Metadata and data governance platform for discovery, lineage and AI context
Atlan provides a metadata platform that catalogs data assets, tracks lineage, manages governance policies and supplies context to analytics and AI. It integrates with a wide range of data tools and is used by data teams at mid-size and large enterprises.
Security compliance, SOC reporting and assessment services
Auditwerx, a division of Carr, Riggs & Ingram, provides security advisory and compliance services including SOC reports, PCI DSS, CMMC (authorized C3PAO), ISO 27001, HIPAA/HITRUST, privacy and NIST assessments, plus MSSP and virtual GRC services.
Data privacy consulting and sensitive-data masking software
Axis Technology helps regulated organizations discover, mask and secure sensitive data across cloud and legacy systems. It offers the C2 Data Privacy platform, masking migration, masked test data and a managed privacy service.
Cybersecurity asset management and exposure management platform
Axonius aggregates data from existing IT and security tools to give security teams a continuously updated inventory of devices, users, cloud resources and software. It is used by enterprise IT and security teams to find coverage gaps and automate policy enforcement.
Cyber risk quantification and exposure management platform
Balbix provides a platform that inventories assets, prioritizes vulnerabilities and quantifies cyber risk using automated analysis and AI. It is used by security teams for exposure management.
Data observability and quality monitoring for enterprise data pipelines
Bigeye offers data observability and data quality monitoring with automated metrics, lineage-aware alerts and rule-based checks across warehouses and pipelines. It is used by data teams that need to detect and resolve issues before they reach analytics and AI.
Data discovery, classification and privacy platform for enterprises
BigID discovers and classifies sensitive and regulated data across cloud, SaaS and on-premises sources, then supports privacy, security and governance workflows on top. It covers data subject requests, data mapping, access analysis and controls for data used in AI.
Managed detection and response and security operations services
Binary Defense provides managed detection and response, threat hunting and security consulting to enterprises. It operates a security operations center and offers related services.
Certified data erasure software for devices and servers
Blancco sells software that permanently erases data from drives, servers, mobile devices and cloud environments and produces tamper-proof certificates. It is used for IT asset disposal, data lifecycle management and regulatory compliance.
Attacker-emulation platform for verified cyber risk scoring
BreachBits sells BreachRisk, an AI-based platform that emulates attackers to find and verify exposures and produce a single risk score. Variants serve businesses, insurers, service providers and portfolio monitoring.
Enterprise data security and cloud cost tools from Capital One
Capital One Software is the business unit of Capital One that sells data management products built from the bank's own cloud and data work. Its offerings include Databolt, a tokenization product for protecting sensitive data, and Slingshot, a tool for managing Snowflake usage and cost.
Geoscience data, imaging and subsurface analytics for natural resources
CGG is a geoscience company that provides subsurface imaging, reservoir characterization and a multi-client data library to energy, mining and other natural resources customers. Its services are built around large seismic and geological data sets and the analytics used to interpret them.
Network, cloud and endpoint cybersecurity platform
Check Point Software Technologies provides cybersecurity products spanning network firewalls, cloud security, endpoint and email protection, and security management under its Infinity platform. It serves enterprises and governments and has expanded into AI security.
Go-to-market security: bot, fraud and invalid traffic protection
CHEQ provides go-to-market security that detects and blocks bots, invalid traffic and fraudulent activity across paid media, websites and forms. It also offers controls for analytics and audience data integrity and more recently positions its tools around identifying AI agents visiting sites.
Encrypted AI cloud running inference on data that stays encrypted
CipherSonic AI offers an encrypted AI cloud based on fully homomorphic encryption so models can process sensitive data without decrypting it. It targets regulated sectors such as financial services, healthcare, government and legal.
Networking and security portfolio including identity, firewall and observability
Cisco's security portfolio covers identity and access (Duo), secure access service edge, firewalls, extended detection and response, and the Splunk security and observability products acquired in 2024. It also offers AI-focused security controls and sells to enterprises and service providers worldwide.
Data standards platform for marketing and analytics data
Claravine provides the Data Standards Cloud for governing marketing and campaign data across tools, enforcing taxonomies and naming at creation time.
Managed workforce for data labeling and AI training data
CloudFactory provides a managed workforce that performs data annotation, labeling and quality review for machine learning and document processing. Customers use it to produce training data and to handle human-in-the-loop review at scale.
Global network offering zero trust, application security and DLP
Cloudflare runs a global network delivering application and network security, zero trust access, content delivery and developer services. Its Cloudflare One suite provides identity-based access, secure web gateway and data loss prevention for workforce and applications.
Semantic layer and analytics catalog for governed SQL and business logic
Coginiti (formerly Aginity) offers a platform for developing, testing, versioning and governing SQL-based analytic logic and promoting it into a semantic layer. It supports connections to many databases and runs in cloud, on-premises and air-gapped environments, with customers in government, defense and commercial enterprise.
B2B sales intelligence with privacy-compliant contact data
Cognism provides B2B contact and company data, with mobile numbers and intent data, and positions its data as vetted against regional privacy regulations such as GDPR. Sales and marketing teams use it for prospecting and CRM enrichment.
Managed OpenMetadata for data discovery, governance and quality
Collate offers a managed service built on the open-source OpenMetadata project that combines data discovery, lineage, quality, observability and governance with AI agents. It is used by data teams that want metadata-driven governance with an open-source foundation.
Data intelligence platform for governance, catalog, lineage and quality
Collibra provides a data intelligence platform covering data catalog, governance workflows, lineage, data quality and observability, and AI governance. It sells mainly to large enterprises that need policy management and accountability across data and AI assets.
Cyber resilience and data protection for hybrid and cloud workloads
Commvault provides backup, recovery and cyber resilience software for data across on-premises, cloud and SaaS environments. Its Commvault Cloud platform adds threat detection, data security posture and recovery features, and it has acquired companies including Clumio and Satori Cyber to extend cloud and data security capabilities.
Semantic intelligence for data security and access governance
Concentric AI offers a data security platform that uses semantic analysis to discover and categorize sensitive data across cloud and on-premises repositories without rules or patterns, and to identify risky access and sharing. It is used by security and compliance teams.
eDiscovery, document review and legal data services
Consilio provides eDiscovery, document review, contract and risk advisory services, and legal technology for law firms and corporations handling large data volumes.
Property data and analytics for real estate, mortgage and insurance
Cotality, the company formerly known as CoreLogic, provides property, ownership, risk and location data and analytics. Mortgage lenders, insurers, real estate firms and government agencies use it to enrich records and support underwriting, valuation and claims.
Healthcare analytics for payment accuracy, risk adjustment and quality
Cotiviti provides analytics and data-driven services to health plans and other healthcare payers, covering payment integrity, risk adjustment and quality measurement. It processes claims and clinical data to identify payment errors and care gaps.
Isolated browser-like secure workspace for organizations
Cubeless is a secure cloud workspace that runs web pages and files on a remote isolated server, with controls such as keylogger and screenshot blocking and MFA. The site says it is engineered by ModSquad.
On-premises agentic AI system for security operations
CyberAGI sells Excalibur, an on-premises AI system that discovers threats, validates exposures, models attack paths and supports compliance reporting, with human approval for consequential actions. It runs on customer-site hardware.
AI-native data security posture management and data protection
Cyera provides data security posture management that discovers and classifies data across cloud, SaaS and on-premises sources, evaluates risk and enforces access and protection controls. It also offers capabilities for securing data used by AI.
Single API for global identity verification data
Data Zoo offers an API that gives businesses access to identity data sources from more than 150 sources in over 40 countries. Financial services and fintech firms use it to verify customers at onboarding and for due diligence, with configurable matching rules and source sequencing.
Business and consumer marketing data provider
DatabaseUSA supplies business and consumer contact and firmographic data for marketing and sales prospecting. Marketers buy lists and append data to improve targeting.
Business analytics platform that unifies metrics into dashboards
Databox is a business analytics tool that connects marketing, sales and operations data sources and presents them as dashboards, reports and goal tracking. It is aimed at small and mid-sized businesses and agencies rather than enterprise data governance teams.
Synthetic data software built on the open source Synthetic Data Vault
DataCebo develops the Synthetic Data Vault (SDV), an open source library for generating synthetic tabular and relational data, plus enterprise features. Teams use it for testing, ML training data and sharing data without exposing real records.
Data diffing and testing for pipeline changes and migrations
Datafold provides tooling that compares data before and after code changes so analytics engineers can catch regressions in CI. It also offers automated support for migrating data warehouses.
Privacy management platform with live data mapping and request automation
DataGrail provides privacy tools for data mapping, consent management and data subject request automation using prebuilt integrations to business applications. It is used by companies with many SaaS systems holding personal data.
Open-source metadata platform for data discovery, lineage and governance
DataHub is a metadata and context management platform with an open-source core (DataHub Core) and a managed enterprise edition (DataHub Cloud). It provides discovery, lineage, observability and governance, and supplies context to AI agents. It is developed by Acryl Data.
Control tower for BI governance, cost and metric consistency
Datalogz monitors business intelligence, data and AI tools to find duplicate and inconsistent metrics, enforce certified metrics, audit access and track capacity and cost. It connects through APIs and reads metadata without requiring data migration.
Global location and business data for enrichment and analytics
dataplor sells location intelligence: verified points of interest and business data for markets worldwide, built using machine learning combined with human verification. Customers use it for enrichment, mapping and market analysis.
Test data management with masking and virtualization, part of Perforce
Delphix provides data virtualization, masking and synthetic data tools that supply compliant, up-to-date test data to development and analytics teams. It is owned by Perforce.
Consent and preference management platform with global compliance coverage
Didomi offers a consent and preference management platform, with cookie banner, mobile app consent and preference centers, plus tools for managing privacy requests. It serves brands and publishers, especially in Europe, that must meet GDPR and other consent rules.
Cloud data platform combining integration, BI and AI apps
Domo provides a cloud platform that connects to data sources, prepares and governs data, and delivers dashboards, apps and AI-assisted analytics. It sells to mid-size and large enterprises and includes governance and embedded analytics features.
AI-native platform for data observability, quality and context
DQLabs offers the PRIZM platform that combines data observability, data quality and an enterprise context layer for discovery, classification, glossary and lineage. It uses agentless connections and ML-driven anomaly detection with root-cause analysis.
Cloud-native data protection and cyber resilience platform
Druva delivers backup, recovery and data resiliency as a SaaS service covering endpoints, SaaS applications, cloud workloads and data center systems. It is aimed at IT and security teams that want to avoid managing backup infrastructure.
Business data, analytics and master data for risk and sales use cases
Dun & Bradstreet provides commercial data on millions of businesses, anchored by the D-U-N-S Number identifier, along with analytics for credit risk, supplier risk, sales and marketing. Enterprises use it to match, enrich and manage master data on customers and suppliers. It was taken private by Clearlake Capital in 2025.
Product performance and market intelligence platform for agribusiness
Dymaxion Labs offers Optimus, a product intelligence platform for agribusiness that captures product performance, manages on-farm trials and links results with regional market intelligence. The group GDM acquired the company.
Invisible forensic watermarking to trace leaked documents
EchoMark embeds unique invisible marks in emails, files, images and screens so leaked copies can be traced to a recipient. It also provides an API for programmatic marking.
Content governance and secure file collaboration platform
Egnyte provides a platform for file sharing, collaboration and data governance that classifies sensitive content, controls access and detects risk across cloud and on-premises repositories. It serves industries such as construction, life sciences and financial services.
Content provenance and AI-generated content labeling
Encypher signs published content and marks AI-generated content across text, images, video and audio so that origin and edits can be verified. It offers a free verification tool and products for publishers and AI chat provenance.
Energy-sector data, analytics and SaaS for oil, gas, power and renewables
Enverus provides energy data, analytics and workflow software to oil and gas, power and renewables companies, covering areas such as drilling, land, market and asset information. Its products combine curated industry datasets with SaaS applications and AI features.
Cloud backup and data protection platform
Eon provides cloud-native backup that automatically discovers and classifies cloud resources and keeps queryable backups for recovery and compliance. It targets enterprises running workloads in public clouds.
Privacy engineering platform built on the open-source Fides framework
Ethyca offers privacy engineering tools for data mapping, consent, data subject requests and policy enforcement, built around its open-source Fides project. It focuses on developer-friendly workflows for finding personal data and enforcing privacy rules in code and infrastructure.
Security operations platform with SIEM and behavior analytics
Exabeam provides a security operations platform that combines log management, SIEM, user and entity behavior analytics and automated investigation. Security teams use it to detect threats and manage incidents.
Embedded cybersecurity for IoT and connected devices
Exein provides embedded security software for IoT and connected devices, including runtime protection and firmware analysis. It sells to device manufacturers and embedded engineering teams.
Credit, consumer and business data with data quality and identity services
Experian is a global information services company offering credit data, identity and fraud services, consumer and marketing data, and data quality tools such as address validation. Lenders, retailers and other enterprises use its data to verify, enrich and score customers.
Network detection and response platform using ML on network traffic
ExtraHop sells Reveal(x), a network detection and response platform that analyzes network traffic with machine learning to detect threats and surface performance issues for enterprise security teams.
Data security platform with encryption, key management and confidential computing
Fortanix sells a data security platform covering key management, hardware security module services, tokenization and confidential computing. It also offers confidential AI capabilities to run AI workloads on protected data.
Network security, secure SD-WAN and zero trust platform (Security Fabric)
Fortinet sells firewalls, secure SD-WAN, zero trust access, endpoint and cloud security delivered through its integrated Security Fabric. It also absorbed Lacework as FortiCNAPP, its cloud-native application protection offering.
Cybersecurity and automation software portfolio
Fortra, formed from the rebrand of HelpSystems, offers a portfolio of cybersecurity and automation products. Data protection offerings include data loss prevention and secure managed file transfer.
Marketplace for custom AI training data collection
Fuel AI connects AI builders with a global network of vetted contributors who capture custom photo, video and audio datasets using smartphones. Builders specify the data they need to train or refine models, including edge cases.
Backup, archive and data lake for Salesforce and other SaaS data in your own cloud
GRAX keeps versioned histories of SaaS application data inside the customer's own AWS, Azure or GCP account. Products cover backup and restore, archive, replication and data lake feeds for analytics.
Open-source data quality testing framework with a managed cloud product
GX provides GX Core, an Apache 2.0 open-source Python framework for defining, testing and documenting data quality expectations, and GX Cloud, a managed platform built on it. It is widely used by data engineers who validate data within orchestration pipelines.
Network detection and response for IT and industrial networks
GreyCortex develops Mendel, a network detection and response product that uses AI and machine learning to detect threats in IT and OT networks. It is based in Brno, Czech Republic.
Sensitive data discovery for compliance and risk reduction
Ground Labs sells Enterprise Recon, software that scans endpoints, servers, databases and cloud sources to find payment card data, personal data and other sensitive information. Compliance and security teams use it to meet standards such as PCI DSS and privacy laws.
Law firm with a privacy and cybersecurity legal practice
Haynes and Boone is a US law firm that advises clients on privacy, data security, incident response and regulatory compliance as part of its broader practice. It serves companies across industries that need legal support on data protection laws and cyber incidents.
Security platform for AI models and agents
HiddenLayer provides security tools for machine learning systems, including model scanning, runtime detection of attacks and red teaming for AI. It serves enterprises and public-sector organizations.
Autonomous penetration testing platform
Horizon3.ai provides NodeZero, a platform that runs autonomous penetration tests to find exploitable weaknesses and verify fixes across networks, cloud and identity systems.
AI-driven next-generation SIEM and SOC platform
Hunters sells a security operations platform positioned as a next-generation SIEM, with pre-built detections managed by its Team Axon service and AI-assisted triage and investigation. Offerings include Hunters for Snowflake and for AWS.
Data portal and data product marketplace platform (formerly Opendatasoft)
Huwise is the 2025 rebrand of Opendatasoft. It provides a platform for publishing, sharing and monetizing data products through internal and external data portals and marketplaces, used by public bodies and enterprises.
Data annotation and expert-led AI data services
iMerit provides data annotation, model evaluation and training data services, including generative AI work such as RLHF and red teaming and computer vision, LiDAR and audio labeling. It combines its Ango Hub platform with a network of domain experts and serves sectors such as autonomous mobility, healthcare and agriculture.
Data security platform for access control and policy enforcement
Immuta provides a data security platform that discovers and classifies sensitive data and enforces fine-grained access policies, masking and monitoring across cloud data platforms. It is used by organizations in regulated industries and the public sector.
Clinical terminology and healthcare data normalization
Intelligent Medical Objects (IMO Health) provides clinical terminology, code mapping and data normalization services to healthcare software vendors and providers, and AI tools for clinical documentation and coding support.
Identity verification and authentication platform
Incode provides identity verification, biometric authentication and fraud prevention using document and face analysis. Customers include banks, fintechs and government agencies that onboard users and authenticate them.
Data engineering and annotation services for AI and enterprise data
Innodata provides data engineering, annotation and model evaluation services used to train and test AI models, along with a data platform for enterprise customers. Clients include technology companies building generative AI and organizations with large content and data workflows.
Privacy-preserving machine learning and analytics on encrypted data
Inpher provides software that uses encryption-in-use to run analytics and train or query machine learning models on sensitive data without exposing inputs. Its products include a privacy-preserving suite and SecurAI for private prompts and inference.
Cloud-to-cloud backup and recovery for SaaS data
Keepit provides backup and recovery for SaaS applications, storing copies in its own vendor-independent cloud. It covers Microsoft 365, Entra ID, Google Workspace, Salesforce and other platforms, with data retained independent of the source vendor.
Data permission management for consent, privacy rights and data control
Ketch provides a platform for managing consent, privacy rights requests and the enforcement of data permissions across systems. It is aimed at companies that need to apply user choices and regulatory rules to marketing and operational data.
PKI, certificate lifecycle and machine identity management
Keyfactor provides public key infrastructure, certificate lifecycle management and code signing for managing machine and device identities. It serves enterprises and device makers, and is investing in post-quantum cryptography readiness.
AI agent management and governance platform for IT and security teams
Kindo provides a platform to discover, govern and monitor AI agents, users and chatbots with role-based permissions, scoped credentials, data loss prevention, cost attribution and audit trails. It can run as SaaS, in a self-managed cloud, on-premises or air-gapped.
Private data network for secure content exchange
Kiteworks provides a platform that secures and governs sensitive content shared by email, file transfer, web forms and APIs. It focuses on compliance, audit trails and zero-trust access for regulated organizations.
Cybersecurity consulting for secure software delivery and AI security
KnightsWatch is a cybersecurity and consulting firm built around a Secure Software Factory model that embeds security in CI/CD pipelines, developer workflows, supply chain control and risk correlation. It also provides AI security assessments, AI governance design and secure AI architecture reviews.
Geospatial data, location technology and related services in one place
Korem is a geospatial data and technology provider offering address, boundary, demographic, mobility, point-of-interest and property data, plus geocoding, address validation and mapping tools. It also provides data consulting, analytics and managed services and resells partner data such as Precisely, HERE and CoreLogic.
Data labeling and evaluation platform with expert labeling services
Labelbox provides a platform and managed services for labeling, curating and evaluating data used to train and assess AI models. It supports images, video, text, audio and documents, and pairs tooling with an on-demand network of expert labelers.
Risk, identity and legal data and analytics (RELX group)
LexisNexis, part of RELX, provides legal and professional information as well as LexisNexis Risk Solutions, which supplies identity, fraud and risk data and analytics. Enterprises use the risk products to verify identities, enrich records and assess risk in insurance, financial services and government.
No-code data quality checks for enterprise data pipelines
Lightup provides data quality monitoring with no-code and SQL-based checks that run in a customer's data warehouse or lake, and it supports alerting and incident response workflows. It has been used by large enterprises to monitor data at scale.
Software supply chain security and SBOM management
Lineaje provides software bill of materials generation, supply chain risk analysis and remediation tools for software and AI components.
Data collaboration, identity resolution and clean room platform
LiveRamp provides a data collaboration platform that links customer records through its identity graph, enriches them with partner data and enables privacy-preserving sharing through clean rooms. Brands, publishers and agencies use it to connect first-party data and activate audiences.
Assurance, certification and risk services including cybersecurity and AI management
LRQA provides management system certification, inspection, supply chain assurance and cybersecurity services to organizations worldwide. Offerings relevant to data and AI buyers include ISO 27001 and information security certification and assessment services.
AI training data collection, annotation and evaluation services
LXT provides data services for AI developers, including multilingual data collection, annotation, transcription and model evaluation. It operates a global workforce across many languages.
Address verification, data cleansing and contact enrichment services
Melissa provides address verification, geocoding, identity verification and contact data enrichment as APIs, cloud services and on-premises tools. Businesses use it to clean, standardize and append customer data in CRM and e-commerce systems.
Metadata management and model bridge software for data lineage and integration
Meta Integration (MIMB) provides metadata management software that imports and exports metadata among many data modeling, ETL, BI and database tools. It is used for lineage, impact analysis and metadata harvesting in enterprise data governance programs.
Consumer and location-based audience intelligence from mobile data
Mobilewalla provides consumer behavior and mobility datasets and audience insights derived from mobile device signals. Customers use them for marketing, retail, financial services and market analysis. The company announced a planned public listing through a SPAC merger in 2026.
Data and AI observability platform that detects data incidents
Monte Carlo provides a data observability platform that monitors tables, pipelines and AI inputs for freshness, volume, schema and quality issues. It targets data engineering and analytics teams that need to find and resolve incidents quickly. It popularized the term data observability.
Synthetic data platform and open-source SDK
Mostly AI offers software for generating privacy-safe synthetic data from real structured data, along with mock, simulated and text data generation. It also publishes an open-source Python SDK with built-in differential privacy, aimed at teams that need shareable data for testing and model training.
Cloud backup and disaster recovery for AWS, Azure and Google Cloud
N2W Software provides backup, DR and archiving for AWS, Azure, Google Cloud and Wasabi managed from one console, with immutable and cross-region options. It runs inside the customer's cloud account.
Preventive cloud security using native controls
Native Security maps security rules to native controls on AWS, Azure, Google Cloud and OCI and enforces guardrails including for AI agents.
Brazilian data analytics and business intelligence platform
Neoway is a Brazilian company providing big data and AI-based analytics on company and market data, used for prospecting, credit and risk analysis, and compliance. It is owned by B3, the Brazilian stock exchange operator.
Network performance monitoring and cybersecurity from deep packet inspection
NETSCOUT provides network observability, DDoS protection and cybersecurity products built on packet-level data.
Data security, identity threat and access governance software
Netwrix provides software for data security posture, auditing, privileged access and identity management, helping organizations find sensitive data, reduce excessive permissions and detect threats in Active Directory, Microsoft 365 and file systems.
Research and marketplace for sourcing alternative data
Neudata runs a catalogue of more than 7,000 datasets with research, vendor scouting and consultancy for firms buying or selling alternative and market data. It also offers tools for searching datasets and monitoring data-industry news.
Financial crime, risk and compliance software for financial institutions
NICE Actimize provides fraud prevention, anti-money-laundering, trade surveillance and compliance software for banks and other financial institutions. It is the financial crime unit of NICE Ltd. The offering centers on analytics and case management for regulated institutions.
Audience measurement and media data provider
Nielsen measures audiences and consumer behavior across TV, streaming, audio and digital, and sells the resulting data and analytics to media companies, advertisers and agencies. It is best known for television ratings and cross-platform audience measurement.
Consumer purchasing data and analytics for retailers and CPG brands
NielsenIQ supplies retail measurement and consumer panel data and analytics used by consumer goods manufacturers and retailers. Its data covers sales, shopper behavior and product attributes across many markets. The company is publicly traded.
Life sciences data, analytics and commercialization intelligence provider
Norstella combines a group of pharmaceutical and healthcare data and consulting companies, including Citeline, Evaluate, MMIT and Panalgo. It supplies clinical, market access, forecasting and real-world data to biopharma organizations.
Trust lifecycle management for devices, identities and AI
OmniTrust (formerly Integrity Security Services) provides cybersecurity and trust management for connected devices, systems and AI, with products for device, identity and AI lifecycle management for automotive, aerospace, energy and financial services.
Privacy, data governance and AI governance platform
OneTrust offers software for privacy management, consent and preferences, third-party risk, data discovery and AI governance. It is used by privacy, legal, security and compliance teams in large organizations. The platform covers regulations such as GDPR and CCPA.
IT asset management platform consolidating asset data
Oomnitza is an IT asset management platform that merges asset data from more than 1,500 sources into a single record for IT, security and finance teams. It covers hardware and software asset management.
Enterprise information management, content and cybersecurity software
OpenText sells software for content management, business network, cybersecurity, observability and information governance, plus AI offerings for enterprise data. It serves large enterprises and governments, with products for archiving, eDiscovery, data protection and identity.
Metadata management and data intelligence platform for enterprise data estates
Orion Governance offers a metadata management and data intelligence platform that harvests metadata across enterprise systems into a graph, supporting data lineage, cataloging and governance. It targets large organizations managing complex or regulated data environments.
Privacy platform for consent, data subject requests and vendor monitoring
Osano offers consent management, data subject request handling, data mapping and vendor privacy monitoring in a single platform. It markets to small and mid-sized organizations that need a faster route to privacy compliance.
Data governance platform combining catalog, lineage and quality
OvalEdge provides a data governance platform that includes a data catalog, lineage, business glossary, data quality, access governance and privacy tools, along with AI agent features. It targets data governance and analytics teams that want one product for these functions.
Endpoint AI governance and security software
Oximy runs on employee devices to check AI requests, files and agent actions against company policy, with a policy engine, data protection and spend controls. It is backed by Y Combinator.
Data operations center for pipeline monitoring and incident resolution
Pantomath is an AI-powered data operations platform that monitors pipelines, traces lineage across tools and correlates events to find root causes. It offers automated incident management and remediation. It is Cincinnati-based and not acquired.
Assessment and benchmarking platform for data and risk maturity
Pellustro is a cloud platform for running and benchmarking risk, maturity and compliance assessments, including CDMC and DCAM data management assessments. It is a product of Element22 LLC.
Person and company data APIs for enrichment and identity resolution
People Data Labs provides APIs and datasets of person and company records for enriching contacts, resolving identities and building products on people data. Developers and data teams use it to append attributes and clean records.
Austin-based digital analytics and data strategy consultancy
Pivotal Analytics describes itself as an agency providing digital analytics, data strategy and custom analytics solutions. Deliverables include insights, visualizations and data management approaches for clients.
Policy-based authorization platform for apps, data and AI
PlainID provides a policy-based access control platform that centralizes authorization decisions across applications, APIs, data and AI agents. It targets large enterprises that need fine-grained, dynamic access control.
Data integrity software for data quality, governance and location data
Precisely offers a Data Integrity Suite covering data integration, quality, governance, geo addressing and enrichment, plus mainframe and IBM i data tools. It serves large enterprises, including banks and insurers. The company was formerly Syncsort.
Data access governance and AI governance across cloud data platforms
Privacera provides centralized data access control and governance for cloud data platforms, with support for fine-grained policies, masking and auditing. It also offers AI governance for generative AI applications. The platform grew out of the Apache Ranger project.
Master data management platform for unifying and governing data
Profisee provides a master data management platform for matching, merging and governing master data such as customers, products and suppliers. It is known for tight integration with the Microsoft data stack. It targets mid-size and large enterprises.
Participant recruitment and human data platform for research and AI
Prolific provides an online platform for recruiting vetted participants for surveys, experiments and AI data tasks such as annotation and model evaluation, with screening filters and APIs.
Data protection with tokenization, masking and encryption
Protegrity provides data protection software that applies tokenization, masking and encryption to sensitive data across cloud, on-premises and analytics platforms, with centrally managed policies. It also offers protection for data used with AI.
Inference privacy that protects data before it reaches AI models
Protopia AI develops Stained Glass Transform, a layer that obfuscates sensitive inputs before they reach a model while preserving utility. It is aimed at enterprises, AI factories and sovereign AI operators handling sensitive data.
Secure data access layer that makes enterprise data AI-ready
PVML provides software that creates secure virtual databases over a company's existing data without moving or copying it. It applies differential privacy and per-query permissions, and connects data to AI tools through MCP, A2A and APIs. Vendor materials cite finance, insurance, telecom and healthcare use.
Data quality platform with automatic rule inference
Qualytics provides a data quality platform that infers rules from data and applies checks where data is used, including by copilots and agents. It covers anomaly detection, reconciliation and remediation workflows.
Identity data platform and identity observability
Radiant Logic provides software that unifies identity data from many directories and sources, along with identity observability and posture tools. Enterprises use it to support access management, zero trust and identity governance initiatives.
Cybersecurity platform for detection, exposure management and response
Rapid7 offers security software for attack surface and exposure management, threat detection and response, and vulnerability management, with managed services. It serves mid-size and large organizations.
Data change validation for dbt pull requests
Recce reviews how code changes affect data by running schema diffs, data diffs, row counts and downstream impact analysis when a pull request opens. It has an open source project and a hosted Recce Cloud.
Data governance and records management platform
RecordPoint provides records management, data inventory and data governance software to find, classify and manage data across enterprise systems for compliance and AI readiness.
Cloud-native master data management and data unification platform
Reltio provides a SaaS data unification and master data management platform for customer, product and other entities, with matching, governance and AI-assisted features. It targets large enterprises, including life sciences and financial services.
Privacy automation and AI governance with data-flow mapping and guardrails
Relyance AI offers AI evaluations and guardrails, AI governance and privacy automation. Its governance tools classify data, map data flows and enforce policy on what AI agents can access, with decisions logged as evidence.
AI-based data observability and cost optimization for cloud data
Revefi offers a data observability product that monitors data quality, pipeline health and warehouse spend. It positions its tool as an automated data operations assistant for cloud data warehouse users.
Federated computing platform for collaborating on sensitive data
Rhino Health (Rhino Federated Computing) provides a platform for running analytics and AI model training across distributed datasets without centralizing the data, mainly in healthcare and life sciences. Hospitals, researchers and pharma companies use it to collaborate under privacy constraints.
Data testing, reconciliation and data quality automation
RightData provides data testing and validation software, with its DataTrust product, to automate reconciliation and quality checks across pipelines and warehouses. It is used during migrations and in ongoing data operations.
Data security and cyber resilience for backup, recovery and posture
Rubrik provides data protection, backup and recovery, plus data security posture management and identity resilience. It markets recovery from ransomware and other incidents across cloud, SaaS and on-premises environments.
Financial, market and commodity data and analytics provider
S&P Global supplies financial and commodity data, credit ratings, benchmarks and analytics through its market intelligence, ratings, commodity insights and mobility businesses. Enterprises use its datasets to enrich internal analytics.
Provider of points-of-interest, geometry, address and spend datasets
SafeGraph sells geospatial datasets covering places (POI), building footprints, structured addresses and aggregated transaction data tied to places. Data is delivered through cloud data platforms and marketplaces for mapping, analytics and site selection.
Data annotation and model evaluation services for AI
Sama provides data annotation and model validation services, combining a platform with managed teams. It serves AI developers working on computer vision and generative AI and is known for an impact-sourcing workforce model.
Reseller and consultancy for data modeling and data intelligence software
Sandhill Consultants supplies enterprise data software, including erwin Data Modeler, and provides education, implementation, workshops and support around data modeling, data intelligence and database management.
Data labeling, evaluation and AI application platform
Scale AI provides data labeling and annotation, model evaluation and AI application tooling used by AI developers, enterprises and government agencies. It combines software with a large network of human contributors and experts. Meta took a significant minority stake in 2025.
Compliance automation and risk management platform
Scrut provides a governance, risk and compliance automation platform for frameworks like SOC 2 and ISO 27001.
Data security platform for masking, monitoring and access control
SecuPi provides data security software for monitoring, classifying and protecting sensitive data across cloud, hybrid and on-premises systems. Modules cover activity monitoring, de-identification, fine-grained authorization and privileged access, with an offering for AI access governance.
Data security, privacy and governance platform, now part of Veeam
Securiti provides a data command platform covering data discovery, security posture, privacy automation, governance and AI security. Veeam completed its acquisition of Securiti AI in December 2025 to combine data resilience with data security and governance.
Master data management and data intelligence platform
Semarchy offers the xDM platform for master data management, data quality, governance and data intelligence. It is headquartered in France and sells to enterprises in Europe and North America.
AI-based endpoint, cloud and identity security platform
SentinelOne provides the Singularity platform for endpoint, cloud, identity and data security, with a data lake for security analytics and AI-driven response. It serves mid-size and large enterprises and managed security partners.
Data security posture management for cloud and AI data
Sentra provides data security posture management that scans cloud and SaaS data stores in place to find and classify sensitive data, assess exposure and prioritize remediation. It also covers data used by AI assistants.
Entity resolution software that links records about the same person or organization
Senzing provides entity resolution software, delivered as an SDK and API, that matches and relates records across data sources without model training. It is used for fraud, compliance and customer data unification.
AI training data collection, annotation and de-identification services
Shaip supplies data for AI and machine learning, including data collection, licensing, annotation and healthcare data de-identification. It provides services for text, speech, image and video data.
Knowledge governance and data quality platform for enterprise AI and search
Shelf provides software that enriches, structures and governs unstructured enterprise content such as documents and files so employees and AI applications get accurate answers. It targets knowledge management, support and AI engineering teams working with retrieval-augmented generation.
Data observability platform linking data health with business context
Sifflet provides data observability, catalog and lineage features that monitor data quality across the stack and connect issues to business assets. It is used by data teams that want monitoring combined with documentation and impact analysis.
Data privacy vault for isolating and protecting sensitive data
Skyflow provides a data privacy vault that stores and tokenizes sensitive data, such as personal and payment data, and controls access by policy. It also offers capabilities for protecting data used in AI workflows.
Data quality and observability with data contracts and AI-assisted checks
Soda provides data quality monitoring, data observability and data contracts for data engineering teams. It offers AI-based anomaly detection, record-level diagnostics that store failed records in the customer's own warehouse, and an open-source core alongside its commercial cloud product.
Business data lineage and metadata platform for regulated enterprises
Solidatus provides end-to-end and column-level data lineage with bi-temporal version control, impact analysis and regulatory overlays for BCBS 239, DORA, GDPR and the EU AI Act. It integrates with major data platforms and works with catalogs such as Collibra and Purview.
Sponsorship and sports marketing data and intelligence
SponsorUnited provides a database of sponsorship deals, partnership rosters and contacts across sports, entertainment and media, with analytics for rights holders, brands and agencies.
Developer Q&A community with enterprise knowledge platform and data licensing
Stack Overflow operates the developer Q&A community and sells enterprise products built on it: a private knowledge-sharing platform for internal teams and data licensing for AI model builders. It is owned by Prosus.
Platform for annotating and managing AI training data
SuperAnnotate offers a platform and services for creating, managing and evaluating training data across image, video, text and multimodal data, including data for LLM fine-tuning and evaluation.
IT asset disposition, data destruction and data center services
Silicon Valley Tech Source provides IT asset disposition, drive wiping and destruction, e-waste recycling, data center engineering and IT equipment resale from California locations.
Agentic master data management platform for unifying business data
Syncari provides a master data management platform that unifies, governs and syncs data across business systems and applications. Modules include data quality and observability, with MCP server support for AI agents. Gartner named it a Visionary in its 2026 MDM Magic Quadrant, per the company.
AI-driven data mastering and entity resolution for enterprise data
Tamr provides software that uses machine learning to match, clean and unify records from many source systems into trusted master data. It targets large organizations with fragmented customer, product and supplier data.
AI-based data observability for open lake and lakehouse architectures
Telmai provides data observability that validates structured, semi-structured and unstructured data as it lands in data lakes and lakehouses. It exposes data quality metadata to catalogs and AI agents, supports natural-language setup and uses a set of reliability agents for diagnosis and routing.
Aerospace, defense and digital security group with data protection products
Thales is a global technology group with a cybersecurity and digital identity business that includes data encryption, key management, application security and access management. Data security offerings include CipherTrust and Imperva products.
Legal, tax, accounting and news content with AI-enabled tools
Thomson Reuters supplies legal, tax, risk and news information and software to professionals, including AI assistants such as CoCounsel. It also provides entity and risk data such as CLEAR for investigations and compliance.
Human-in-the-loop data and expert annotation for training and evaluating AI
Toloka supplies human-generated and expert-curated data for training, fine-tuning and evaluating AI models, delivered through a crowd and expert network and a data labeling platform. Customers are AI developers and enterprises building generative AI and machine learning systems.
Location technology: maps, traffic data and navigation APIs
TomTom provides digital map data, traffic information, routing and location APIs and SDKs to businesses, automakers and developers.
Synthetic and de-identified data for software testing and AI
Tonic.ai provides tools that generate synthetic data and mask sensitive production data so engineers can build, test and train models without exposing real personal information. Its products cover structured databases, unstructured text and mock data generation.
On-device security and control for AI apps and agents
Traceforce monitors which AI apps and MCP connectors devices use, tracks tool calls and blocks risky actions, with automated remediation and MDM integrations. It cites ISO 27001 and SOC 2.
Data privacy infrastructure for consent, data subject requests and data mapping
Transcend provides privacy infrastructure that automates data subject requests, consent management and data mapping by connecting directly to a company's systems. It also offers governance controls for AI and data use.
Credit, identity and marketing data with analytics for risk and fraud
TransUnion is a global information and insights company offering credit reporting, identity verification, fraud prevention and marketing data. Lenders, insurers and marketers use its data to enrich records and make risk and audience decisions.
Enterprise cybersecurity platform (Trend Micro enterprise business)
TrendAI is the new name of Trend Micro's enterprise business, announced in 2026. It offers a cybersecurity platform covering attack surface risk management, endpoint, network, cloud and email security with AI-focused features.
AI agent security and governance control plane
Trust3 AI sells an AI agent security and governance platform that discovers agents, monitors them and controls the data they access. Modules cover data access, agent discovery, observability, agent security and MCP and agent-to-agent security.
Privacy management platform for assessments, consent and compliance research
TrustArc offers privacy management software covering data mapping, assessments, consent and preference management, data subject requests and regulatory research. It also provides privacy certifications and advisory services for organizations managing multi-jurisdiction compliance.
AI-driven compliance automation platform
Trustero provides software that automates security and compliance programs, gathering evidence and mapping controls across frameworks. It is aimed at security and GRC teams preparing for audits.
Audience intelligence built on survey and opinion data
Tunnl is an audience intelligence platform that links research, audience building and measurement, using a decade of opinion data on U.S. adults. It serves brand, reputation and public affairs use cases.
Consent management platform for websites, apps and connected devices
Usercentrics provides consent management for websites, mobile apps and connected TV, including the Cookiebot brand. It helps organizations meet consent requirements under GDPR, CCPA and similar laws and manage how consent signals flow to marketing tools.
Agentic data management with real-time quality and observability
Validio is a platform for data quality and observability that uses AI-powered thresholds to detect anomalies, with lineage for root-cause analysis and a catalog of data assets. It offers a self-hosted option in a customer's VPC and states ISO 27001 and SOC 2 certification.
Data security platform for access governance, classification and threat detection
Varonis sells a data security platform that discovers and classifies sensitive data, maps who can access it, remediates excessive permissions and detects abnormal behavior across file systems, cloud and SaaS applications. It targets enterprises protecting data in Microsoft 365, cloud storage and databases.
Data backup, recovery and data resilience software for hybrid environments
Veeam sells backup, recovery and data protection software covering virtual, physical, cloud and SaaS workloads. It sells through channel partners and serves organizations of all sizes. The company has expanded into data security posture and AI data governance, including its 2025 agreement to acquire Securiti AI.
AI-driven data access governance and security platform
Velotix provides a data security platform that discovers and classifies data, manages access policies and monitors use so authorized users get data quickly while staying compliant. It also offers a generative AI chat for exploring the data landscape.
Anonymized population movement and location datasets
Veraset provides anonymized geospatial and mobility datasets, including visits and foot-traffic data, delivered to customers for analytics in fields such as real estate, finance and public sector planning.
Data-centric encryption and access control for email and files
Virtru provides data-centric security that encrypts email, files and application data and enforces access policies that follow the data. It builds on the open Trusted Data Format standard and serves regulated and government customers.
Website visitor identification and marketing data
Visual Visitor sells software that identifies website visitors at person level and sends the data to email, CRM and advertising platforms for follow-up. It also offers AI sales assistants.
AI and big data marketing and customer data solutions in Asia
Vpon describes itself as an AI and big data company combining analytics and cross-border marketing. Offerings include a composable customer data platform, GA4 first-party data platform, AI audience segments and mobile advertising.
Unified archive and information governance for unstructured data
ZL Technologies provides a platform for managing unstructured data in place, covering information governance, eDiscovery, compliance supervision, privacy, records management and AI enablement. It serves financial services, government and healthcare organizations.
Go-to-market intelligence platform with B2B contact and company data
ZoomInfo provides a database of company and contact information with intent signals and workflow tools for sales and marketing teams, and offers data enrichment into CRM and marketing systems. It sells subscriptions mainly to revenue teams at mid-size and large companies.
Cloud security platform for zero trust access and data protection
Zscaler provides a cloud-delivered security platform for secure internet and private application access, data protection and threat prevention under a zero trust model. It serves large enterprises and public sector customers.
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