Newsletters




Trend-Setting Products in Data and Information Management for 2026

Page 1 of 7 next >>

After a banner year for the “promise of progress” on AI ambitions, deepening CX fatigue, and ongoing economic volatility, Forrester is predicting 2026 will bring a year of reckoning.

According to Sharyn Leaver, chief research officer at Forrester, “Navigating the coming year will take some mindset shifts: from lofty ambition to pragmatism, from experimentation to accountability, from surface-level engagement to meaningful connection.”

As tech spend grows faster than inflation due to AI, cloud, and security costs, the C-suite will force tech leaders to focus on value. CIOs will need to adopt IT finance frameworks such as technology business management to map total tech spend to business capabilities and practices such as FinOps to attribute variable costs such as cloud, said Mark Moccia, VP, research director, at Forrester.

Given the high payback expectations from AI investments now, Forrester believes that CEOs will pull more CFOs into AI decisions, leading enterprises to delay 25% of their planned spend into 2027. The disconnect between the inflated promises of AI vendors and the value created for enterprises will force market correction.

The increasing adoption of AI-driven analytics, cloud, rising data volumes from Internet of Things devices, and the demand for real-time business insights is contributing to an even larger demand for big data.

As per Market Data Forecast, the global big data market size is expected to grow from $224.46 billion in 2025 to $573.47 billion by 2033 at a CAGR of 12.44%.

Looking at 2026, key trends will emerge, including the rising adoption of cloud-based big data platforms for cost and efficiency; the growth of AI, machine learning, and advanced analytics to enhance predictive capabilities; the increasing importance of real-time data processing for customer experience and operational efficiency; and the growing emphasis on data security, governance, and compliance in analytics solutions.

However, the infrastructure underlying big data processing, typically large-scale data centers, is a mounting concern as more residents in the U.S. see climbing energy costs. These facilities, which house servers, storage arrays, and network equipment, require continuous power for consumption and cooling, which contributes significantly to global electricity demand. The U.S. Department of Energy estimates that a single hyperscale data center can consume between 20 and 50 megawatts of power, which is enough to power 30,000–75,000 homes.

The Harvard Business Review finds that these massive facilities not only strain already stressed power grids but also create air pollution, including fine particulate matter, resulting in significant respiratory-related health consequences that are estimated to cost up to $20 billion per year in the United States by 2028. Technology companies have already been leveraging load-shifting capabilities to reduce their carbon emissions.

Extending these systems to incorporate public health metrics would require only minor algorithmic adjustments, making health-informed AI a natural and feasible next step according to the same Harvard Business Review article.

To help make the process of identifying useful products and services easier, each year, DBTA presents a list of Trend-Setting Products, highlighting a commitment to innovation and efforts to provide organizations with tools to address changing market requirements. These products, platforms, and services range from long-established offerings that are evolving to meet the needs of their loyal constituents to breakthrough technologies that may only be in the early stages of adoption.

Beyond the list presented on the following pages, we encourage you to continue your exploration of these products by visiting the companies’ websites for more information. In addition, in this issue, we include Product Spotlight articles written by company executives that highlight how their products stand out from the rest.

Company Product  Product Spotlight
AirbyteAirbyte 2.0 
AlationAlation Agentic Data Intelligence Platform 
Ascend.ioAscend Agentic Data Engineering Platform 
AstronomerAstro 
AtScaleAtScale Universal Semantic Layer 
AWSAmazonRDS 
CDataCData Unified Platform 
CelerDataCelerData 
CinchyCinchy Platform 
ClouderaCloudera Platform 
Cockroach LabsCockroachDB 
CollibraCollibra Platform 
ContinuentTungsten ClusteringSpotlight
CouchbaseCouchbase Capella 
CrateDBCrateDBSpotlight
CubeCube D3 
DatabricksDatabricks Data Intelligence Platform 
DataikuDataiku 
DatastaxDataStax AstraDB 
DatavailCloud Analytics Solutions 
DBI SoftwareDatabase Performance Suite for DB2 LUW and SQL ServerSpotlight
dbt Labsdbt platform 
Dell TechnologiesDell AIOps  
Delphix, by PerforceDelphix DevOps Data Platform 
DenodoDenodo Platform 
Domino Data LabDomino Enterprise AI Platform 
DremioIntelligent Lakehouse Platform 
EDBEDB Postgres AI 
ElasticElasticsearch 
FairComFairCom DB 
FivetranData Movement Platform 
Franz Inc.AllegroGraph 
GoodDataData Intelligence Platform 
Google CloudVertex AI 
GraphwiseGraphDB 
GridGainGridGain Platform 
HazelcastHazelcast Unified Real-Time Data Platform 
IBMIBM Power E1180 Server 
IderaE/R Studio 
ImmutaImmuta Data Security Platform 
IncortaIncorta Platform 
InfluxDataInfluxDB Cloud 
InformaticaIntelligent Data Management Cloud 
Innovative Routines International (IRI)IRI DarkShield 6 
insightsoftwareinsightsoftware Platform 
IntersystemsInterSystems IRIS 
Kore TechKore IntegrateSpotlight
KoremKorem GIS SolutionsSpotlight
LicenseFortressArxPlatformSpotlight
MariaDBMariaDB Enterprise Platform 
MaterializeMaterialize Platform 
MelissaUnisonSpotlight
MicrosoftMicrosoft Azure 
The Modern Data CompanyDataOsSpotlight
MongoDBMongoDB Atlas 
MoveworksThe Moveworks Platform 
Neo4jNeo4j Graph Database 
NetAppNetApp StorageGRID 
NexlaAI-Powered Integration Platform 
NutanixNutanix Cloud Platform 
OneTrustOneTrust Platform 
OnymosOnymos Features-as-a-Service Platform 
OpenTextOpenText Content Management 
OracleOracle Cloud Infrastructure (OCI) 
PerconaPercona Managed Services 
pgEdgepgEdge Enterprise Postgres 
PlotlyPlotly Studio 
PreciselyPrecisely Data Integrity SuiteSpotlight
PremiumsoftNavicat PremiumSpotlight
ProfiseeProfisee Master Data Management Platform 
ProgressProgress Semaphore 
Pure StoragePure Storage Platform 
PythianData Analytics Consulting Services 
QlikQlik Cloud Analytics 
QuantumQuantum Cloud Based Analytics (CBA) 
Quest SoftwareQuest Data SolutionsSpotlight
Red HatEnterprise Linux 
Redgate SoftwareRedgate Monitor 
RedisRedis for AI 
ReltioReltio Data Unification and Management 
Revelation SoftwareOpenInsightSpotlight
Rocket SoftwareRocket DataEdge 
SandhillCOMPASS 
SAPSAP HANA 
SASViya 
SemarchySemarchy Data Platform 
SingleStoreSingleStore Helios 
SisenseSisense Intelligence 
SnowflakeSnowflake Platform 
SolarwindsSolarWinds Platform 
Southbank SoftwareProvenDB 
StrategyStrategy MosaicSpotlight
SynadiaSynadia Platform 
SyncariSyncari Agentic MDM 
SynitiSyniti Knowledge Platform 
TeradataTeradata VantageCloud 
TimeXtenderTimeXtender Holistic Data Suite 
Volt Active DataVolt for Streaming Decisions 
YellowbrickYellowbrick SQL Data Platform 
ZillizZilliz Cloud 
Page 1 of 7 next >>

Sponsors