Data integration
Most organizations draw data from multiple sources, including external ones. Data integration combines this data to create unified sets of information for tracking business performance and managing operations. Learn about data integration strategies to ensure information from multiple sources is consistent to meet users' data analysis needs across the organization.
Top Stories
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News
19 Dec 2024
Boomi's Rivery acquisition aimed at AI, real-time analysis
With the purchase, the data integration specialist adds change data capture capabilities for AI and real-time analytics. Continue Reading
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News
18 Dec 2024
Record funding round reflects Databricks' differentiation
Based on its AI development and expansion within data management, the record $10 billion the vendor raised shows it is viewed differently from its competitors. Continue Reading
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Definition
08 Feb 2024
clinical decision support system (CDSS)
A clinical decision support system (CDSS) is an application that analyzes data to help healthcare providers make decisions and improve patient care. Continue Reading
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News
06 Feb 2024
New Acceldata co-pilot targets efficiency, broader use
The data observability specialist's new generative AI-powered capabilities are designed to help experts be more efficient as well as enable non-technical users to work with data. Continue Reading
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Definition
05 Feb 2024
personal health record (PHR)
A personal health record (PHR) is an electronic summary of health information that a patient maintains control of themselves, as opposed to their healthcare provider. Continue Reading
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News
01 Feb 2024
Databricks acquisition of Einblick enhances GenAI portfolio
The data lakehouse pioneer's latest purchase adds NLP capabilities to the generative AI features at the core of its new Data Intelligence Platform. Continue Reading
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News
31 Jan 2024
Rockset targets cost control with latest database update
The real-time database specialist added new compute power optimization and workload autoscaling capabilities to help customers better control their cloud computing costs. Continue Reading
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News
31 Jan 2024
ThoughtSpot update adds feedback loop to help train GenAI
The vendor continues to focus on generative AI, updating its conversational interface with more in-depth analysis capabilities and adding new methods of improving LLM accuracy. Continue Reading
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News
24 Jan 2024
SingleStore update adds new tools to fuel GenAI, analytics
The database vendor unveiled Pro Max, a rebranded version of its platform that includes new vector search and change data capture capabilities that enable AI and BI at scale. Continue Reading
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Feature
23 Jan 2024
Databricks lakehouse a key tool for champion Texas Rangers
The Rangers relied on the data management vendor's tools to develop metrics that led to key personnel and strategic decisions that helped Texas win its first World Series. Continue Reading
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Definition
22 Jan 2024
entity
An entity is a single thing with a distinct separate existence. It can be real or abstract. In many contexts, the term 'entity' is used to describe things or units that have no ready label or are difficult to classify under a single word. Continue Reading
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News
19 Jan 2024
Qlik's Kyndi acquisition targets unstructured data, GenAI
The longtime analytics vendor's latest purchase adds support for unstructured data that can be combined with structured data to inform GenAI models and improve decision-making. Continue Reading
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News
18 Jan 2024
Ascend.io, DBT integration targets cost control, efficiency
The partnership aims to address the difficulty of efficiently and inexpensively deploying and managing data models developed in DBT by automating previously manual processes. Continue Reading
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News
17 Jan 2024
Pinecone unveils serverless vector database, targets costs
The vendor's new tool is designed to help customers control their cloud computing costs while developing and maintaining generative AI applications and models. Continue Reading
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News
17 Jan 2024
Databricks launches platform for the telecom industry
The data lakehouse vendor's latest industry-specific set of tools is aimed at telecommunications providers that features a GenAI chatbot and customized analytics capabilities. Continue Reading
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Definition
17 Jan 2024
SNOMED CT (Systematized Nomenclature of Medicine -- Clinical Terms)
SNOMED CT (Systematized Nomenclature of Medicine -- Clinical Terms) is a standardized, multilingual vocabulary of clinical terminology that is used by physicians and other health care providers for the electronic exchange of health information. Continue Reading
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Feature
09 Jan 2024
Companies still grappling with building modern data platforms
Data platforms are crucial for managing and delivering data efficiently, but a recent survey from Enterprise Strategy Group showed that companies still struggle to implement them. Continue Reading
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Feature
27 Dec 2023
Vector search now a critical component of GenAI development
The feature's ability to make unstructured data discoverable as well as locate similar data points among potentially billions make it ideal for helping train generative AI models. Continue Reading
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News
20 Dec 2023
Qlik's Mozaic acquisition adds decentralized data management
The longtime analytics vendor continues to expand into data management, now adding capabilities that enable a decentralized approach and an emphasis on data products. Continue Reading
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News
19 Dec 2023
Snowflake acquisition of Samooha adds data clean room tools
The data cloud vendor's purchase aims to give users a way to share data with partners and collaborate on decisions without compromising data privacy and security. Continue Reading
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News
18 Dec 2023
Alteryx to be acquired by private equity firms for $4.4 billion
Following slow revenue growth in recent quarters, the data management vendor will become a private company and be afforded time to restructure. Continue Reading
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Feature
18 Dec 2023
Infusion of generative AI into analytics a work in progress
Many vendors have introduced tools that integrate LLM technology with their platforms, but most are still refining the tools to ensure their accuracy and security. Continue Reading
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News
08 Dec 2023
Databricks intros suite to aid generative AI development
The data lakehouse vendor's new set of tools includes vector search and aims to enable users to develop data pipelines that train language models with proprietary data. Continue Reading
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News
06 Dec 2023
New MongoDB tools enable generative AI development
The independent database vendor added vector search and workload management tools that work together to enable developers to build and run cutting-edge analytics applications. Continue Reading
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Tip
30 Nov 2023
ESG data collection: Beginning steps and best practices
Sustainability initiatives won't succeed without quality data. Following an ESG data collection framework and best practices ensures program and reporting success. Continue Reading
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News
29 Nov 2023
New AWS tools simplify access, management of data at scale
The tech giant revealed serverless tools that eliminate limitations on workload size as well as integrations that simplify access to data within the Amazon Web Services ecosystem. Continue Reading
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News
28 Nov 2023
Starburst update adds new GenAI, streaming data features
Galaxy, the cloud-based version of the vendor's platform, now includes text-to-code translation capabilities as well as automated governance and real-time ingestion tools. Continue Reading
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Feature
21 Nov 2023
American Airlines lowers data management costs with Intel
As the airline giant moves more of its data workloads to the cloud, tools from Intel's Granulate are making platforms such as Microsoft's Azure Data Lake more efficient. Continue Reading
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News
20 Nov 2023
Acquia takes on web content accessibility with Monsido buy
Acquia adds generative AI and accessibility checker tools to its digital experience platform; partnerships avail close integrations of A/B testing and content personalization tools. Continue Reading
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News
17 Nov 2023
Databricks puts AI at core of new Data Intelligence Platform
The vendor's new platform, now in beta testing, combines its existing lakehouse with AI to better enable users to manage and prepare data for model training and analytics. Continue Reading
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News
15 Nov 2023
IBI launches new full-featured data management platform
The data management and BI specialist has released Data Intelligence, an AI-driven suite that includes data quality and data integration capabilities in an integrated environment. Continue Reading
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News
15 Nov 2023
Microsoft launches Fabric, adds Copilot for the new platform
The suite unites Power BI, Azure Synapse Analytics and Data Factory in an integrated environment to better enable data management and analysis, including developing AI models. Continue Reading
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News
08 Nov 2023
Monte Carlo unveils data observability for vector databases
The vendor's new integration with vector database specialist Pinecone is designed to enable users to ensure quality of the data they use to train generative AI models. Continue Reading
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News
03 Nov 2023
Generative AI capabilities highlight latest Denodo update
The data virtualization specialist's platform update includes natural language processing capabilities that reduce repetitive tasks as well as some complexities of data management. Continue Reading
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Definition
01 Nov 2023
digital
Digital describes electronic technology that generates, stores and processes data in terms of positive and nonpositive states. Continue Reading
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News
25 Oct 2023
Alation adds trio of partnerships to improve data insight
The data catalog vendor's connectors to Monte Carlo, Sigma Computing and ThoughtSpot aim to make it easier for users to get insights from data to inform decisions and actions. Continue Reading
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News
23 Oct 2023
Databricks' $100m acquisition of Arcion adds data ingestion
The data lakehouse specialist's latest purchase adds native data ingestion capabilities that will help users stream data in real time to inform AI and machine learning models. Continue Reading
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News
19 Oct 2023
GoodData launches new platform for AI, ML and BI workflows
The vendor's FlexHouse Analytics Lake provides a single environment for normally disparate data assets to simplify AI, analytics and machine learning development and analysis. Continue Reading
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News
17 Oct 2023
Alluxio launches orchestration layer optimized for AI, ML
The data orchestration specialist introduced Enterprise AI, a new version of its platform optimized for AI and machine learning models with improved performance and greater scale. Continue Reading
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News
17 Oct 2023
SingleStore unveils features aimed at enabling real-time AI
The database vendor's new vector search capabilities, compute layer and integrations are all designed to enable customers to build and deploy real-time generative AI models. Continue Reading
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News
03 Oct 2023
New Boomi AI tool enables natural language data integration
The iPaaS vendor's new capabilities are aimed at increasing efficiency by enabling customers to build pipelines and manage data using natural language rather than code. Continue Reading
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News
26 Sep 2023
MongoDB reveals new generative AI, vector search tools
After unveiling an integration with Google's LLM suite in June, the vendor moved a set of NLP tools into preview and introduced new data migration and vector search capabilities. Continue Reading
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News
20 Sep 2023
Oracle unveils new suite for analytics, AI data management
The tech giant's new Fusion Data Intelligence Platform is aimed at fueling AI, BI and data management so customers can quickly take action based on analysis and insight. Continue Reading
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Definition
15 Sep 2023
IT modernization
IT modernization is the process of updating an organization's information technology infrastructure, practices and systems to keep up with emerging technologies. Continue Reading
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News
14 Sep 2023
Databricks lands $500M in new funding, now valued at $43B
The data lakehouse pioneer recently acquired MosaicML for $1.3 billion and could use the new capital to finance acquisitions and further investment in generative AI. Continue Reading
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News
14 Sep 2023
Dremio launches updated SQL query acceleration capabilities
The data lakehouse specialist's new version of its SQL query acceleration tool, Reflections, includes automated recommendations and automatic data refresh capabilities. Continue Reading
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News
13 Sep 2023
Denodo secures $336M equity investment to fuel growth
The data virtualization specialist plans to use the funds to drive expansion, including R&D efforts for generative AI and data governance as well as geographic growth. Continue Reading
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News
12 Sep 2023
Einstein 1 Data Cloud fuels Salesforce's AI, analytics
The CRM giant's new metadata management layer is capable of processing more data than previous versions to better enable customers' artificial intelligence and analytics needs. Continue Reading
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News
24 Aug 2023
Neo4j adds vector search to improve generative AI outputs
The graph database vendor aims to improve semantic search and generative AI applications by enabling customers to better access and use unstructured data such as text and images. Continue Reading
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Definition
23 Aug 2023
data restore
Data restore is the process of copying backup data from secondary storage and restoring it to its original location or a new location. Continue Reading
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Definition
08 Aug 2023
dimension
In data warehousing, a dimension is a collection of reference information that supports a measurable event, such as a customer transaction. Continue Reading
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Definition
08 Aug 2023
disambiguation
Disambiguation is the process of determining a word's meaning -- or sense -- within its specific context. Continue Reading
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Opinion
03 Aug 2023
Data management best practices key to generative AI success
Generative AI can create data, empower decision-makers and innovate competitive advantages. Organizations need strong data management practices to use it effectively. Continue Reading
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News
03 Aug 2023
SnapLogic launches generative AI tool for data integration
The vendor released SnapGPT, a generative AI tool that lets data engineers more efficiently develop data pipelines by using natural language. An early user is Barnard College. Continue Reading
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News
01 Aug 2023
Small language models emerge for domain-specific use cases
Because LLMs suffer from accuracy and security problems, some organizations are developing generative AI systems trained with their own company data to address specific use cases. Continue Reading
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News
28 Jul 2023
Beyond generative AI, data quality a data management trend
Vendors and users have mostly focused on generative AI so far in 2023, but observability to ensure quality and governance also remain key to successful pipelines for analytics. Continue Reading
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Definition
24 Jul 2023
snowflaking (snowflake schema)
In data warehousing, snowflaking is a form of dimensional modeling in which dimensions are stored in multiple related dimension tables. Continue Reading
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Definition
24 Jul 2023
data virtualization
Data virtualization is an umbrella term used to describe an approach to data management that allows an application to retrieve and manipulate data without requiring technical details about the data. Continue Reading
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Definition
21 Jul 2023
conformed dimension
In data warehousing, a conformed dimension is a dimension that has the same meaning to every fact with which it relates. Continue Reading
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News
19 Jul 2023
Lakehouse architecture the best fit for modern data needs
While data warehouses and data lakes each excel at handling certain types of data, a hybrid of the two is the best means of handling the increasing complexity of data management. Continue Reading
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News
18 Jul 2023
Confluent partner plan aids streaming data platform delivery
The vendor's Connect With Confluent program enables technology partners to deliver event data to end users in real time through integrations with Confluent Cloud. Continue Reading
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News
07 Jul 2023
Dremio names former Splunk executive new CEO
The former Splunk executive takes over as the data lakehouse vendor's leader, aiming to raise the company's profile to demonstrate its capabilities and compete for market share. Continue Reading
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News
28 Jun 2023
Databricks introduces Delta Lake 3.0 to help unify data
As part of the open source community developing the data storage platform, the vendor unveiled the platform's latest iteration with data unification the main goal of the update. Continue Reading
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News
22 Jun 2023
Qlik adds generative AI capabilities via OpenAI connectors
The vendor launched OpenAI Analytics Connector and OpenAI Connector for Application Automation so that users can import generative AI and LLM technology to their Qlik deployments. Continue Reading
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News
22 Jun 2023
MongoDB unveils new AI, migration tools for database
The vendor, with its latest slate of new and updated capabilities, is adding generative AI with its partnership with Google Cloud and launching a new data migration tool. Continue Reading
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News
20 Jun 2023
Starburst Galaxy update targets governance, data access
The vendor's latest update includes the public preview of Gravity, a centralized access and governance layer that enables users to better control and connect data across clouds. Continue Reading
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News
16 Jun 2023
Dremio adds first generative AI-infused tool, intros others
The vendor's initial generative AI-infused tool is Text-to-SQL, which enables customers to work with data using natural language that automatically gets translated to code. Continue Reading
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News
14 Jun 2023
Informatica adds data governance with Privitar acquisition
By acquiring the access control specialist, the data management vendor hopes to better enable users to ensure data security amid the growing complexity of their data operations. Continue Reading
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News
07 Jun 2023
Ascend.io, Databricks integration improves data visibility
The update includes support for Databricks' Unity Catalog to enable joint customers to better organize and view datasets that can be used to inform data science and BI projects. Continue Reading
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News
06 Jun 2023
Snowflake launches Government & Education Data Cloud
The industry-specific platform is the vendor's seventh and includes data sets and other pre-built capabilities to meet the needs of government agencies and educational institutions. Continue Reading
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News
06 Jun 2023
Collibra update targets data quality, lineage and discovery
The data management vendor's Data Intelligence Cloud now includes pushdowns that enable work within Snowflake and Databricks and prebuilt workflows focused on data visibility. Continue Reading
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News
06 Jun 2023
Tibco data virtualization, integration tools add visibility
No longer focused on analytics following a recent reorganization, the vendor updated its data management platforms with new multi-cloud and change data capture capabilities. Continue Reading
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Feature
02 Jun 2023
Data mesh helping fuel Sloan Kettering's cancer research
The cancer hospital and research center began using tools from data management vendor Dremio two years ago to decentralize its data operations and improve speed-to-insight. Continue Reading
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News
25 May 2023
Fivetran's new funding a hedge against economic uncertainty
The data integration vendor added $125 million in financing to not only fuel R&D but also ensure that operations remain smooth if there is a recession. Continue Reading
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News
24 May 2023
Alteryx unveils generative AI engine, Analytics Cloud update
The longtime data management vendor developed a new AI engine that incorporates generative AI. It also unveiled new capabilities for the cloud-based version of its platform. Continue Reading
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News
23 May 2023
Microsoft unveils AI boost for Power BI, new Fabric for data
The tech giant introduced a tool that will infuse its primary analytics platform with generative AI, as well as a new SaaS suite that combines Microsoft's data and analytics tools. Continue Reading
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Feature
22 May 2023
Data stack benefits evolve with modernization
Modernizing data operations changes the way organizations use data stacks. Industry experts share definitions for the new form of data stacks, what it includes and its benefits. Continue Reading
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News
18 May 2023
Confluent platform update targets streaming data quality
The vendor unveiled a tool designed to address concerns about the quality of continuous data as well as a feature that enables secure continuous data sharing. Continue Reading
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Feature
17 May 2023
Peloton rides, runs, rows with AWS for data management
The connected fitness company has long used AWS tools. When its data volume surged during COVID-19, Redshift was critical -- and still is as the company attempts a fiscal comeback. Continue Reading
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News
16 May 2023
Qlik completes purchase of Talend, boosts integration suite
With the acquisition, the longtime analytics vendor adds a data fabric approach and improved data quality and governance prowess to its burgeoning data integration platform. Continue Reading
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Tip
15 May 2023
Mainframe databases teach an old dog new survival tricks
Long predicted to fade away in favor of more modern architectures, mainframes still play an integral role in corporate IT strategies, thanks to advances in database software. Continue Reading
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Definition
11 May 2023
data pipeline
A data pipeline is a set of network connections and processing steps that moves data from a source system to a target location and transforms it for planned business uses. Continue Reading
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Opinion
10 May 2023
Informatica World 2023: Cloud, data and AI together
Informatica launched the generative AI Claire GPT product and plans to offer Intelligent Data Management Cloud as a Microsoft Azure Native ISV Service. Continue Reading
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News
10 May 2023
Informatica unveils plan to infuse Claire with generative AI
The longtime independent vendor plans to infuse its existing AI engine with generative AI to simplify data management by enabling customers to use natural language. Continue Reading
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News
02 May 2023
Teradata integrates with Google Vertex AI
The vendors' new integration provides choices to customers who prefer Google as their cloud provider. It also helps Google present itself as more focused on enterprises. Continue Reading
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News
28 Apr 2023
New Starburst, DBT integration eases data transformation
The integration enables data mesh adopters to work with data from multiple sources without having to move it in and out of a central repository for transformation and analysis. Continue Reading
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News
27 Apr 2023
InfluxData update ups speed, power of time series database
The new version of InfluxDB features an architecture built with Apache Arrow and written in Rust to improve the speed and flexibility of the time series database. Continue Reading
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News
18 Apr 2023
Rockset adds vector embedding support to real-time database
The real-time database vendor now enables users to search and combine unstructured data with structured and semi-structured data to provide more in-depth modeling and analysis. Continue Reading
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News
18 Apr 2023
Qlik launches new pricing options for data integration suite
The longtime independent vendor now offers three capacity-based cost options for its data integration platform, and plans to soon add the same options for its analytics platform. Continue Reading
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News
14 Apr 2023
Qlik aims to enable outcomes with data and analytics tools
The longtime BI and data integration vendor doesn't only want to enable customers to analyze data and reach insights but also enable actions that result in real outcomes. Continue Reading
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News
05 Apr 2023
Databricks launches new lakehouse for manufacturing
The platform for manufacturing companies comes with predictive maintenance and digital twin capabilities and is the vendor's fifth tool designed for a specific industry. Continue Reading
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News
04 Apr 2023
Alation unveils enhanced partnerships with Databricks, DBT
The data catalog vendor launched new connectors with its partners designed to help joint customers better understand data in their lakehouses and more easily transform the data. Continue Reading
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News
04 Apr 2023
Fivetran, Monte Carlo target data observability at ingestion
An integration between the vendors enables joint users to get visibility into their data as it's ingested into the data pipeline and before bad data can cause downstream problems. Continue Reading
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Feature
29 Mar 2023
Data pipelines deliver the fuel for data science, analytics
While analytics and data science lead to informed decision-making, the systems that ingest data from its source and prepare it for consumption are what make analysis possible. Continue Reading
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News
29 Mar 2023
Google unveils new Looker tool, BigQuery pricing models
The tech giant revealed a standalone tool that opens up its analytics platform's semantic layer to users of any BI vendor and introduced usage-based pricing options for BigQuery. Continue Reading
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News
24 Mar 2023
Pyramid Analytics launches integration with OpenAI
The integration melds the research lab and vendor's generative AI tech with many parts of the BI vendor's platform, including data preparation and visualization and model training. Continue Reading
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Definition
15 Mar 2023
data integration
Data integration is the process of combining data from multiple source systems to create unified sets of information for both operational and analytical uses. Continue Reading
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News
14 Mar 2023
Tibco Spotfire targets efficiency of triggering actions
The latest version of the vendor's BI suite includes action logs that enable admins to see how end users are using a tool that lets them trigger actions from their dashboards. Continue Reading
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News
08 Mar 2023
New integration links Teradata's VantageCloud with Azure ML
The data management and analytics vendor's integration with the tech giant's cloud service for ModelOps aims to better enable joint users to build, train and deploy ML models. Continue Reading
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News
07 Mar 2023
Databricks adds new ML modeling tool to lakehouse platform
The machine learning modeling tool eliminates the need for users to manage complex serving infrastructures by enabling them to launch machine learning models as REST APIs. Continue Reading
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News
06 Mar 2023
New high-volume agent connectors highlight Fivetran update
The data ingestion specialist's latest platform update focuses on enabling users to ingest high volumes of data to fuel real-time analysis and adds a new private deployment option. Continue Reading
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News
03 Mar 2023
TigerGraph enhances fundamentals in latest platform update
Following recent updates that centered on query languages and machine learning, the graph database vendor's newest update includes new data ingestion and DevOps capabilities. Continue Reading