Cloud Data Warehouse / Data Lake
Scalable data centers and raw data storage.
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What is a Cloud Data Warehouse / Data Lake?
A cloud data warehouse/data lake is a managed, scalable cloud-native platform for storing structured, semi-structured and unstructured data to support analytics, reporting and machine learning. It decouples storage from compute, exposes SQL and big-data processing engines, and provides metadata/catalog, governance and multi-region durability across public cloud providers such as AWS, Google Cloud and Microsoft Azure.
Key Cloud Data Warehouse / Data Lake Companies
Microsoft Azure
Enterprise cloud infrastructure, data and AI platform.
Mapbox
Geospatial APIs, SDKs and data for enterprise applications.
Alibaba Cloud
Enterprise cloud infrastructure and AI platform within Alibaba Group.
Progress
Enterprise software portfolio for apps, data, security and IT operations.
CoreWeave
AI-native GPU cloud for training and inference at scale.
Databricks
Enterprise lakehouse platform for data, analytics and AI.
Foursquare
Location intelligence, attribution and geospatial data software for enterprises.
Keboola
Unified B2B data operations platform for pipelines, governance and AI.
Google Cloud
Enterprise cloud, data and AI services for businesses.
CloudOne Digital
Managed cloud, bare metal and hosting platform for business workloads.
OVHcloud
European cloud infrastructure provider for compute, storage and managed services.
Amazon Web Services (AWS)
Enterprise cloud infrastructure, data and AI platform provider.
Factori
API-first location intelligence and real-world data provider.
Fivetran
Managed SaaS platform for enterprise data movement and activation.
Akamai
Enterprise edge cloud and content delivery infrastructure provider.
Amazon Web Services China
China-operated AWS cloud platform for local enterprise workloads.
Planet
Satellite imagery and geospatial analytics platform for enterprises and governments.
ClickHouse
Open-source analytics database with managed cloud and observability.
Tealium
Enterprise customer data platform for collection, unification and activation.
Consensys
Ethereum infrastructure and wallet software company.
HERE Technologies
B2B location data, mapping and navigation platform for enterprises.
Redis
In-memory database platform for caching, real-time data and AI workloads.
Singular
Marketing measurement and attribution software for app and web growth.
ZoomInfo
B2B data and go-to-market software platform for revenue teams.
Qdrant
Vector database infrastructure for production AI retrieval systems.
ANS
UK provider of managed cloud, data and security services.
Genius Sports
Sports data, betting and media software for leagues and sportsbooks.
NTT
Global telecom and enterprise ICT infrastructure services provider.
Sportradar
Sports data, betting software and marketing tech for operators.
The Weather Company
Weather data, forecasting and weather-based advertising platform.
Backblaze
Cloud object storage and backup software for businesses and consumers.
Huawei
Diversified technology group spanning devices, cloud, app distribution and advertising.
ITZBund
German federal administration’s central IT infrastructure and platform provider.
Route
UK out-of-home audience measurement and trading currency provider.
Ubuntu
Open-source Linux platform monetised through enterprise subscriptions and support.
KONODRAC
OTT, CTV and HbbTV analytics plus monetisation software.
DataWeave
Retail intelligence software for pricing, digital shelf and marketplace data.
BSI Software
European CRM and CX SaaS platform for enterprises.
Polygon
Blockchain infrastructure and payments stack for multi-chain applications.
HDBI
Greek sovereign fund-of-funds for VC, PE and SME finance.
ScraperAPI
Managed web scraping APIs for large-scale public data collection.
Bright Data
B2B platform for proxies, scraping APIs and web datasets.
FirstHive
Enterprise AI CDP for data unification and activation.
Lectra
Fashion software and industrial systems for design, production and retail.
Hewlett Packard Enterprise
Enterprise hybrid cloud infrastructure and operations software provider.
Syndigo
Enterprise SaaS for product data, syndication and commerce content.
Aria Systems
Enterprise subscription billing and monetisation software for complex recurring revenue.
Chroma
Open-source vector database and managed cloud for AI retrieval.
Algolia
Hosted search and discovery infrastructure for digital products.
Hightouch
Warehouse-native customer data activation and composable CDP software.
Matillion
Cloud data pipeline and transformation software for enterprise data teams.
ReBid
Unified adtech and martech platform for attribution, creatives and media.
SafeGraph
Enterprise provider of geospatial place, address and attribution datasets.
Descartes Systems Group
Logistics and trade compliance software built on a global network.
IHC
Abu Dhabi investment holding company with diversified global portfolio.
PurpleLab
Healthcare data and analytics platform for research and advertising.
TelmarHelixa
Audience intelligence and cross-media planning software for agencies and brands.
United Internet
German internet group spanning telecom, cloud, email and advertising.
Wiley
Scholarly publishing, education software, and knowledge licensing company.
AccuWeather
Weather intelligence company spanning consumer media, ads and enterprise data.
AppTweak
App store optimisation and Apple Ads software for mobile teams.
Canonical
Enterprise Ubuntu, cloud infrastructure and open-source support provider.
Lotame
Data collaboration and identity platform for audience activation.
Stadtwerke Lübeck Gruppe
Municipal utilities group with regional smart city and mobility services.
Jungle Scout
Amazon seller intelligence and analytics software for brands and merchants.
Kezzler
Enterprise SaaS for product traceability, digital identity and compliance.
Pinecone
Managed vector database and retrieval infrastructure for AI applications.
Airbyte
Open-source data integration and AI context platform for enterprises.
Alior Bank
Polish bank offering digital retail, business and embedded finance services.
Dapper Labs
Builds blockchain infrastructure and licensed digital collectibles experiences.
Nordic Data Resources (NDR)
Privacy-compliant audience data for programmatic advertising activation.
Zartico
Tourism analytics platform linking marketing activity to real-world visitation.
Geniee
Japanese adtech and martech platform spanning media buying, monetisation and CRM.
Search, video, adtech and cloud giant within Alphabet.
Artefact
Data and AI consultancy serving enterprises and marketing teams.
HEIM:SPIEL
Sports data, live commentary and publishing for media platforms.
IBM
Enterprise cloud, AI, security and consulting provider.
MongoDB
Cloud database platform for developers, enterprises, and regulated workloads.
Oxford Economics
Economic forecasting, advisory and data platforms for enterprises.
Revelio Labs
Workforce intelligence data platform for enterprises, investors and researchers.
Together AI
Open-source AI cloud for training, inference and GPU compute.
Bloomreach
Commerce-focused AI personalisation and marketing SaaS platform.
Comscore
Cross-platform media measurement, audience analytics and advertising validation provider.
Sensor Tower
Digital intelligence SaaS for apps, ads, web and gaming.
Tonic.ai
Enterprise synthetic data software for development, testing, and AI.
Dell
Enterprise infrastructure, devices, cloud subscriptions and IT services provider.
Eulerian
Privacy-first marketing attribution and analytics SaaS for enterprises.
Miraget Analytics
B2B visitor intelligence SaaS with data and cloud services.
Predactiv
Privacy-first audience data and identity infrastructure for advertisers.
Channel99
B2B marketing measurement and attribution software for pipeline outcomes.
OnAudience
B2B audience data and cookieless identity platform for programmatic targeting.
Pointr
Enterprise indoor mapping and wayfinding software for venues and healthcare.
Snowflake
Managed enterprise data cloud for analytics, sharing, AI, and clean rooms.
Apple
Consumer electronics giant with integrated software, services and advertising platforms.
Appen
Enterprise AI data annotation and model evaluation provider.
Audalaxy
B2B platform for audio operations, monetisation and data infrastructure.
Clarifai
Enterprise AI platform for training, inference and deployment.
Cuebiq
Privacy-first mobility data and offline measurement for enterprises.
Palantir
Enterprise software for operational data integration, analytics and AI deployment.
Reflective Data
Enterprise data pipelines and managed analytics services.
How Cloud Data Warehouse / Data Lake fit into the ecosystem
Think of a cloud data warehouse/data lake as your organisation’s central library: raw data arrives on the loading dock via batch or streaming pipelines, ETL/ELT tools shelve and transform it, and BI tools or ML models check it out for analysis. You’ll find ingestion layers, processing engines (Spark, SQL backends), metadata/catalog services and access control all stitched together on top of object storage. It becomes the single source of truth for analytics teams but needs data quality, governance and cost controls or it turns into a noisy attic. Integrations with cloud identity, networking and backup services keep data discoverable and compliant across regions.
Market structure and positioning
The market is dominated by hyperscalers and specialist platforms — AWS Redshift, Google BigQuery, Azure Synapse, Snowflake and Databricks lead while niche vendors target vertical use cases. If you're buying, enterprise IT, analytics teams and ad/marketing platforms set requirements for scale, low-latency SQL and ML-readiness. Sellers go to market through cloud marketplaces, systems integrators and managed service providers; pricing models (consumption, node/hour, committed capacity) strongly influence procurement and architecture. Regulators, CDOs and cloud ecosystems steer adoption, so competitive differentiation centers on performance, cost predictability and cross-region governance.