Alternatives to Oracle Essbase
Compare Oracle Essbase alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Oracle Essbase in 2026. Compare features, ratings, user reviews, pricing, and more from Oracle Essbase competitors and alternatives in order to make an informed decision for your business.
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Teradata VantageCloud
Teradata
Teradata VantageCloud: The complete cloud analytics and data platform for AI. Teradata VantageCloud is an enterprise-grade, cloud-native data and analytics platform that unifies data management, advanced analytics, and AI/ML capabilities in a single environment. Designed for scalability and flexibility, VantageCloud supports multi-cloud and hybrid deployments, enabling organizations to manage structured and semi-structured data across AWS, Azure, Google Cloud, and on-premises systems. It offers full ANSI SQL support, integrates with open-source tools like Python and R, and provides built-in governance for secure, trusted AI. VantageCloud empowers users to run complex queries, build data pipelines, and operationalize machine learning models—all while maintaining interoperability with modern data ecosystems. -
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Google Cloud BigQuery
Google
BigQuery is a serverless, multicloud data warehouse that simplifies the process of working with all types of data so you can focus on getting valuable business insights quickly. At the core of Google’s data cloud, BigQuery allows you to simplify data integration, cost effectively and securely scale analytics, share rich data experiences with built-in business intelligence, and train and deploy ML models with a simple SQL interface, helping to make your organization’s operations more data-driven. Gemini in BigQuery offers AI-driven tools for assistance and collaboration, such as code suggestions, visual data preparation, and smart recommendations designed to boost efficiency and reduce costs. BigQuery delivers an integrated platform featuring SQL, a notebook, and a natural language-based canvas interface, catering to data professionals with varying coding expertise. This unified workspace streamlines the entire analytics process. -
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icCube
icCube
icCube is a Swiss embeddable analytics solution designed for B2B SaaS product and development teams to deeply embed analytic capabilities inside their applications. Dashboards will seamlessly blend into the SaaS solution’s UI and UX experience, while resting on top of icCube’s robust analytical engine, allowing to consume complex data models needing sophisticated data security. With a dev2dev approach, icCube's team accompanies clients to successfully and quickly get into production. At icCube, we understand that navigating the complexities of data can be daunting. That’s why we’re excited to introduce also our Data Analytics Boutique Services, designed to empower both existing and new clients in achieving seamless data integration, robust data security, insightful analytics, effective decision automation and dashing reports. We partner with our clients at all stages and all phases of their projects and product roadmaps. From a quick review up to a full project and productStarting Price: $20,000/year -
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TM1
Cubewise
IBM Planning Analytics powered by TM1 (aka TM1) is the ideal technology for making spreadsheet-centric budgeting, forecasting, financial reporting and literally any spreadsheet-based analytical application scale to the enterprise. TM1 combines the freedom, flexibility and familiarity of spreadsheets with the power and control of an enterprise database. TM1 uses the same cell-oriented concepts as spreadsheets, but can support collaboration among thousands of users, using terabytes of data and deeply complex modelling to match real-world business needs. In this way, TM1 is a natural evolutionary step after spreadsheets – providing the intuitive power and flexibility of spreadsheets and scaling it to the enterprise. Like spreadsheets, TM1 is valuable to business users because it allows them to combine multiple data sources along with user input to create the business models that underpin real business decision making. -
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OneStream
OneStream Software
Our intelligent finance platform allows you to break away from the limitations of spreadsheets and legacy applications. Unify financial consolidation, planning, reporting and analysis through a single, extensible platform. Conquer the complexity of financial close, consolidation, planning, reporting and analysis. OneStream supports corporate standards while also satisfying more detailed line of business planning and reporting requirements, all in a single, unified application. Enables teams to apply trusted financial intelligence to large volumes of operational data to detect trends and financial signals that drive informed decision-making at the speed of business. Accelerate time to value with OneStream’s built-in understanding of accounts, currencies, ownership and intercompany activity. Replace multiple legacy systems or cloud point solutions with a unified application. -
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Databricks
Databricks
The Databricks Data Intelligence Platform allows your entire organization to use data and AI. It’s built on a lakehouse to provide an open, unified foundation for all data and governance, and is powered by a Data Intelligence Engine that understands the uniqueness of your data. The winners in every industry will be data and AI companies. From ETL to data warehousing to generative AI, Databricks helps you simplify and accelerate your data and AI goals. Databricks combines generative AI with the unification benefits of a lakehouse to power a Data Intelligence Engine that understands the unique semantics of your data. This allows the Databricks Platform to automatically optimize performance and manage infrastructure in ways unique to your business. The Data Intelligence Engine understands your organization’s language, so search and discovery of new data is as easy as asking a question like you would to a coworker. -
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Visyond
Visyond
Automate What-if analysis, Scenarios and Monte Carlo Simulations. Visualize your spreadsheets as interactive dashboards for forecasting and What-if analysis. Get ready-to-present What-if, Scenario, and Risk analysis reports with a few clicks. If your model’s structure or data changes – just re-run the analysis to keep it up-to-date. Create impactful presentations of your analyses and turn them into interactive ‘what-if’ calculators where viewers can play with the numbers and visualize their own forecasts (powered by your spreadsheet’s formulas). We use security best practices for our cloud offering that works in a browser. For complete control - you can get Visyond on-premise or white-label it. We put your Excel model, its formulas and interface in the cloud, automating workflows that would be difficult to achieve otherwise, while keeping things familiar. -
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Oracle Exadata
Oracle
Oracle Exadata is the best place to run Oracle Database, simplifying digital transformations, increasing database performance, and reducing costs. Customers achieve higher availability, greater performance, and up to 40% lower cost with Oracle Exadata, as described in Wikibon’s analysis. Oracle Cloud Infrastructure, Oracle Cloud@Customer, and on-premises deployment options enable customers to modernize database infrastructure, move enterprise applications to the cloud, and rapidly implement digital transformations. Oracle Exadata allows customers to run Oracle Database with the same high performance, scale, and availability wherever needed. Workloads easily move between on-premises data centers, Cloud@Customer deployments, and Oracle Cloud Infrastructure, enabling customers to modernize operations and reduce costs. -
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pcFinancials
DSPanel
Performance Canvas Financials brings you a deep, sophisticated, and easy-to-use FP&A solution that promises to streamline and intelligently automate your entire FP&A process from end to end. Performance Canvas Financials is a unified and easy-to-use software for financial reporting & analysis, consolidation, dashboarding, budgeting & planning. It is an add-on software to your existing ERP system that will allow you to take full control of your financial planning & analysis process. Cloud Performance Canvas Financials is a solution that delivers the latest best practices in Financial Planning & Analysis through its off-the-shelf finance modules. These are prepackaged finance logic such as Cash flow, CAPEX, Consolidation among others. These best practices include Driver-based budgeting, Drag & Drop Financial Reporting, Live Financial Forecasting, Unlimited What-if Analysis, Assumptions testing, Allocations, Activity-based costing, Multiple Entities and Currency Support, etc. -
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With SAS Visual Statistics, multiple users can explore data, then interactively create and refine predictive models. Your data scientists and statisticians can act on observations at a granular level using the most appropriate analytical modeling techniques. The result? You'll unearth insights at unprecedented speeds, and find new ways to grow revenue. Easily build and refine models to target specific groups or segments, and run numerous scenarios simultaneously. You can ask more what-if questions to get better results. And put results into action with an automatically generated score code. Empower multiple users to interact with data visually – to add or change variables, remove outliers, etc. Instantly see how changes affect your model's predictive power, and make refinements quickly. Data science teams have the ultimate flexibility of working in their language of choice, so they can use their skills to the fullest. SAS Visual Statistics unites all analytical assets.
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IBM Db2
IBM
IBM Db2 is a family of data management products, including the Db2 relational database. The products feature AI-powered capabilities to help you modernize the management of both structured and unstructured data across on-premises and multicloud environments. By helping to make your data simple and accessible, the Db2 family positions your business to pursue the value of AI. Most of the Db2 family is available on the IBM Cloud Pak® for Data platform, either as an add-on or an included data source service, making virtually all of your data available across hybrid or multicloud environments to fuel your AI applications. Easily converge your transactional data stores and rapidly derive insights through universal, intelligent querying of data across disparate sources. Cut costs with the multimodel capability that eliminates the need for data replication and migration. Enhance agility by running Db2 on any cloud vendor. -
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Infobright DB
IgniteTech
Infobright DB is a high-performance enterprise database leveraging a columnar storage engine to enable business analysts to dissect data efficiently and more quickly obtain reports. InfoBright DB can be deployed on-premise or in the cloud. Store & analyze big data for interactive business intelligence and complex queries. Improve query performance, reduce storage cost and increase overall efficiency in business analytics and reporting. Easily store up to several hundred TB of data — traditionally not achievable with conventional databases. Run big data applications and eliminate indexing and partitioning — with zero administrative overhead. With the volumes of machine data exploding, IgniteTech’s Infobright DB is specifically designed to achieve high performance for large volumes of machine-generated data. Manage a complex ad hoc analytic environments without the database administration required by other products. -
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Oracle In-Memory Cost Management Cloud Service provides the data analysis tools to derive product costs, perform cost-volume-benefits, and what-if simulations for discrete and process industries. The product's extreme performance quickly shows near real-time insight to changes in your business. Oracle In-Memory Cost Management Cloud Service (IMCMCS) is a new SaaS on PaaS subscription offering that provides a bottoms-up approach to maximizing profit margins by enabling near real-time insight into all aspects of cost management. Cost accountants, managers and line of business owners in finance, operations, manufacturing and procurement can use Oracle In-Memory Cost Management Cloud Service to derive product costs, quickly perform cost-volume-benefit (Break-even-point), what-if simulations on complex cost data and visualize the impact of changes to their business. User has access to several parameters that allow them to further fine tune the selection of intermediate and finished goods.
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Montara
Montara
Montara enables BI teams and data analysts, using SQL only, to model and transform their data easily and seamlessly and enjoy benefits such as modular code, CI/CD, versioning and automated testing and documentation. With Montara, analysts can quickly understand how changes to models impact analysis, reports and dashboards with report-level lineage and support for 3rd party visualization tools such as Tableau and Looker. Furthermore, BI teams can perform ad-hoc analysis and create reports and dashboards on Montara directly.Starting Price: $100/user/month -
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Firebolt
Firebolt Analytics
Firebolt delivers extreme speed and elasticity at any scale solving your impossible data challenges. Firebolt has completely redesigned the cloud data warehouse to deliver a super fast, incredibly efficient analytics experience at any scale. An order-of-magnitude leap in performance means you can analyze much more data at higher granularity with lightning fast queries. Easily scale up or down to support any workload, amount of data and concurrent users. At Firebolt we believe that data warehouses should be much easier to use than what we’re used to. That's why we focus on turning everything that used to be complicated and labor intensive into simple tasks. Cloud data warehouse providers profit from the cloud resources you consume. We don’t! Finally, a pricing model that is fair, transparent, and allows you to scale without breaking the bank. -
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Optiflow
Lambda Supply Chain Solutions
Optiflow is a supply chain network design platform that enables enterprise to build digital twins (network models) of the their supply chain to design future supply chain networks optimized for cost, service and sustainability. Optiflow is a cloud-based SaaS platform developed by Lambda Supply Chain Solutions to help organizations create Digital Twins for optimizing their supply chains. A Digital Twin is a mathematical model that mirrors an organization’s actual network, behavior, costs, and constraints, enabling businesses to gain an end-to-end view of their supply chain. With Optiflow, users can run WHAT-IF scenarios for various strategic and tactical decisions such as network design, sourcing optimization, and capacity planning. The platform uses the fast Gurobi mathematical solver to deliver quick and precise optimization results, and its simple, intuitive UI makes it easy for teams to collaborate and build models across functions and geographies.Starting Price: $6000 per month per user -
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SC Genius
Supply Chain Genius
Supply Chain Management requires permanent service-cost trade-offs between internal and external partners, in addition to being a data-intensive process. As a consequence decision-making for the supply chain are complex and time-consuming. The purpose of SC Genius is to make supply chain optimization easily accessible to everyone. SC Genius built a supply-chain optimization engine "sim-supply" that allows to simulation orders, invoices, movements and inventory levels for "what-if?" scenarios. Connect data to your replenishment system. Simulate countless what-if? scenarios". Apply supply-chain costs to every scenario. Compare and identify the most cost efficient way to manage each product flow. -
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BigObject
BigObject
At the heart of our innovation is in-data computing, a technology designed to process large amounts of data efficiently. Our flagship product, BigObject, embodies this core technology; it’s a time series database developed with the goal of high-speed storage and handling of massive data. With our core technology of in-data computing, we launched BigObject, which can quickly and continuously handle non-stop and all aspects of data streams. BigObject is a time series database developed with the goal of high-speed storage and analysis of massive data. It boasts excellent performance and powerful complex query capabilities. Extending the relational data structure to a time-series model structure, it utilizes in-data computing to optimize the database’s performance. Our core technology is an abstract model in which all data is kept in an infinite and persistent memory space for both storage and computing. -
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DuckDB
DuckDB
Processing and storing tabular datasets, e.g. from CSV or Parquet files. Large result set transfer to client. Large client/server installations for centralized enterprise data warehousing. Writing to a single database from multiple concurrent processes. DuckDB is a relational database management system (RDBMS). That means it is a system for managing data stored in relations. A relation is essentially a mathematical term for a table. Each table is a named collection of rows. Each row of a given table has the same set of named columns, and each column is of a specific data type. Tables themselves are stored inside schemas, and a collection of schemas constitutes the entire database that you can access. -
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Forecastio
Forecastio
Sales performance management platform for HubSpot users. Master sales planning and set attainable goals based on your historical HubSpot data. Manage sales capacity efficiently and develop proper hiring calendars to hit your numbers. Employ multiple forecasting models and avoid end-of-quarter surprises. Use what-if scenarios to allocate resources efficiently. Gain actionable sales insights from your HubSpot. Access predefined planning templates, utilize what-if scenarios, and automatically assess goal attainability. Utilize AI and predictive forecasting to gain accurate future sales predictions. Monitor all critical sales performance metrics in real-time. Gain actionable insights on performance gaps (people, process, pipeline) without spending hours analyzing multiple reports. Assess current sales capacity and automatically calculate the needed capacity to attain sales quota. Monitor pipeline development in real-time and spot bottlenecks early.Starting Price: $149 per month -
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StarRocks
StarRocks
Whether you're working with a single table or multiple, you'll experience at least 300% better performance on StarRocks compared to other popular solutions. From streaming data to data capture, with a rich set of connectors, you can ingest data into StarRocks in real time for the freshest insights. A query engine that adapts to your use cases. Without moving your data or rewriting SQL, StarRocks provides the flexibility to scale your analytics on demand with ease. StarRocks enables a rapid journey from data to insight. StarRocks' performance is unmatched and provides a unified OLAP solution covering the most popular data analytics scenarios. Whether you're working with a single table or multiple, you'll experience at least 300% better performance on StarRocks compared to other popular solutions. StarRocks' built-in memory-and-disk-based caching framework is specifically designed to minimize the I/O overhead of fetching data from external storage to accelerate query performance.Starting Price: Free -
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Greenplum
Greenplum Database
Greenplum Database® is an advanced, fully featured, open source data warehouse. It provides powerful and rapid analytics on petabyte scale data volumes. Uniquely geared toward big data analytics, Greenplum Database is powered by the world’s most advanced cost-based query optimizer delivering high analytical query performance on large data volumes. Greenplum Database® project is released under the Apache 2 license. We want to thank all our current community contributors and are interested in all new potential contributions. For the Greenplum Database community no contribution is too small, we encourage all types of contributions. An open-source massively parallel data platform for analytics, machine learning and AI. Rapidly create and deploy models for complex applications in cybersecurity, predictive maintenance, risk management, fraud detection, and many other areas. Experience the fully featured, integrated, open source analytics platform. -
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Causal
Causal
Build models 10x faster, connect them directly to your data, and share them with interactive dashboards and beautiful visuals. Causal's formulas are in plain English— no cell references or obscure syntax and a single Causal formula can do the work of 10s, and even 100s of spreadsheet formulas. Causal's built-in scenarios feature lets you easily set up and compare what-if scenarios, and you can work with ranges ("5 to 10") to understand the full range of possible outcomes of your model. Startups use Causal to calculate runway, track KPIs, plan employee compensation, and build investor-ready financial models for fundraising. Generate beautiful charts and tables without spending hours on customisation and configuration. Easily switch between different time scales and summary views.Starting Price: $50 per user per month -
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Drive revenue optimization with Oracle’s advanced incentive compensation, quota, and territory management tools. Oracle helps both sales managers and sales operation staff plan and perform better with connected data and deeper insights. Improve sales execution and operational efficiency across quota planning to sales forecasting with Oracle’s predictive and intelligent planning solution. Optimize your market coverage and intelligently set territory and quota plans with AI-driven predictive planning capabilities. Better understand your plans and models with multidimensional and drillable what-if planning by territory, product, account, channels, seasonality, and more. Give sales operations the power of an enterprise planning platform that they can use from the comfort of a familiar Excel interface. Plan and create achievable quotas, territories, and compensation plans that are ready on day one with real-time data.
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BMC Compuware Topaz for Enterprise Data
BMC Software
Visualize vast quantities of data objects, understand their relationships, and tune related data extracts to create optimal test data. Compare files, including those that exist on different LPARs, expanding the ability to quickly and frequently assess the impact of your changes. Simplify the complex task of managing data and preparing data for testing by enabling developers and test engineers to perform data-related tasks without writing programs or scripts, coding SQL, or using multiple utilities. Enable developers, test engineers, and analysts to be more self-sufficient by provisioning data when needed, reducing reliance on subject matter experts. Improve application quality with better testing scenarios, simplifying the task of creating complete data extracts for testing purposes, and accurately identifying the impact of changing pieces of data. -
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Arkieva Replenishment Planner
Arkieva
As an S&OP planner, responsiveness is the key to success in a rapidly changing market environment. The Arkieva replenishment planner provides a fast and accurate solution to multi-echelon supply chain planning; ensuring that the right quantity and mix of products are shipped to the right location at the right time. Integrated exception planning capability allows S&OP planners to react to potential problems quickly and effectively. Business configurable rules and priorities to minimize late orders. Built-in scenario capability to allow what-ifs based on different demand, manufacturing, and supply assumptions. Facilitates inventory balancing across a multi-echelon network of locations through various replenishment policies. Provides a network view of projected inventory for each SKU for each time period, through easy drill-down reports. Highlights unfilled demand instances, and indicates the cause for late orders for each instance. -
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Ingentis org.manager
Ingentis
Ingentis org.manager is an effective solution for org charts, org design, and HR analytics. It interfaces to all leading HR systems such as SAP HCM, SAP SuccessFactors, Workday, Oracle HR, PeopleSoft, or any other data sources. Design, layout, and content of the org chart perspectives can be tailored to the customer’s needs. The possibility to calculate and display KPIs directly within the org chart or in dashboards allows for efficient HR controlling and people analytics. With its powerful feature for workforce modeling, Ingentis org.manager enables the creation of various what-if scenarios. Reorganizations can easily be performed via drag-and-drop and objects can be added, edited, or removed. Affected key metrics are updated right during the process allowing for more informed business decisions. The various options for data visualization and its feature for scenario planning make Ingentis org.manager an invaluable tool when it comes to organizational design activites.Starting Price: $1750 one-time payment -
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SAP BPC
SAP
Improve decision-making, collaboration, and efficiencies with streamlined planning and consolidation. Spend more time growing your business and less time closing the books by streamlining planning and achieving a faster, more accurate close. The SAP Business Planning and Consolidation (SAP BPC) application delivers planning, budgeting, forecasting, and financial consolidation capabilities, so you can easily adjust plans and forecasts, speed up budget and closing cycles, and ensure compliance with financial reporting standards. Base decisions on what-if analyses and scenario planning for better outcomes. Save time and reduce errors with a single, integrated software solution for business planning and consolidation. Automate aggregations, allocations, and other manual processes to speed up planning cycles, while running what-if scenarios to identify quick course corrections. -
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IBM Planning Analytics, powered by IBM TM1®, is an integrated planning solution designed to promote collaboration across the organization and help keep pace with the speed of modern business. With a powerful calculation engine, this enterprise performance management solution helps you move beyond the limits of spreadsheets, automating the planning process to drive faster, more accurate results. Simplify oceans of data by unifying data sources into one single repository and empowering users to build sophisticated, multidimensional models that drive more reliable forecasts. Forego time-consuming, error-prone planning in favor of an automated, more reliable planning process designed for real business. Break down siloes, unify data, and synchronize planning across the organization to reveal the full picture and drive integrated plans. See the impact of your decisions before making them using what-if scenarios. Plus, adjust plans in real-time to adapt to change.
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DELMIA Quintiq
Dassault Systemes
DELMIA Quintiq provides companies with solutions to model, plan and optimize their business operations from end to end. The solutions are used to plan and optimize complex production value networks, optimize intricate logistics operations, and plan and schedule large, geographically diverse workforces. Key capabilities include predictive and prescriptive data analytics, forecasting, what-if scenario planning, collaborative decision-making, disruption handling and production scheduling. -
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ProfitBase
ProfitBase
Establish seamless dataflows to gather data from multiple sources and business systems. Easily build driver-based models, based on your business, that can evolve as your company grows. Plan for contingencies to grasp the impact of events and decisions – within minutes. Work smoothly as a single team – create and manage work processes. Profitbase Planner gives you the capacity to focus on value creation. Spend less time gathering data and more time analyzing it. Analyze different scenarios, and get a better understanding of the financial impact of conceived situations on liquidity, profit and balance sheet. Get automatic generation of balance and liquidity when running scenario simulations. Return to a previous version at any time to backtrack assumptions. Test your business strategies and scenarios with various assumptions and business drivers. -
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Apache Kylin
Apache Software Foundation
Apache Kylin™ is an open source, distributed Analytical Data Warehouse for Big Data; it was designed to provide OLAP (Online Analytical Processing) capability in the big data era. By renovating the multi-dimensional cube and precalculation technology on Hadoop and Spark, Kylin is able to achieve near constant query speed regardless of the ever-growing data volume. Reducing query latency from minutes to sub-second, Kylin brings online analytics back to big data. Kylin can analyze 10+ billions of rows in less than a second. No more waiting on reports for critical decisions. Kylin connects data on Hadoop to BI tools like Tableau, PowerBI/Excel, MSTR, QlikSense, Hue and SuperSet, making the BI on Hadoop faster than ever. As an Analytical Data Warehouse, Kylin offers ANSI SQL on Hadoop/Spark and supports most ANSI SQL query functions. Kylin can support thousands of interactive queries at the same time, thanks to the low resource consumption of each query. -
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Amazon SageMaker Canvas
Amazon
Amazon SageMaker Canvas expands access to machine learning (ML) by providing business analysts with a visual interface that allows them to generate accurate ML predictions on their own, without requiring any ML experience or having to write a single line of code. Visual point-and-click interface to connect, prepare, analyze, and explore data for building ML models and generating accurate predictions. Automatically build ML models to run what-if analysis and generate single or bulk predictions with a few clicks. Boost collaboration between business analysts and data scientists by sharing, reviewing, and updating ML models across tools. Import ML models from anywhere and generate predictions directly in Amazon SageMaker Canvas. With Amazon SageMaker Canvas, you can import data from disparate sources, select values you want to predict, automatically prepare and explore data, and quickly and more easily build ML models. You can then analyze models and generate accurate predictions. -
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Thermal Desktop
C&R Technologies
Thermal Desktop includes all aspects of model creation. Built-in finite difference, finite element, and lumped capacitance objects can be combined in any configuration. Thermal-specific objects such as contact conductance, insulation, heat loads, and heaters can be added to model anything from automotive components to manned spacecraft. Thermal Desktop provides full parameterization using variables and arbitrarily complex expressions as input rather than hardwired numbers. These variables, called symbols, allow models to be rapidly manipulated with a few keystrokes, meaning updating or maintaining the model is easy, as is performing sensitivity studies and investigating what-if scenarios. This also provides access to SINDA/FLUINT’s optimization and reliability modules and automatic model correlation. -
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Pigment
Pigment
Bring color to your company’s future. Business strategy in real-time. Pre-built toolbox to get started in a matter of days. Instantaneous native data connectors. What if scenarios on steroids to finally focus on strategic decision making. Easy modeling of any planning and forecasting application thanks to powerful capabilities. Real time and insightful reporting. Shared tailored dashboards and models. Discussion and decisions taken directly on the platform. Delightful interface for all team members, at all levels. Seamless tracking of data edits. Secure data connectors. Enterprise-grade data governance and access rights. By design end-to-end traceability and clearances. Scale your business the right way. Make numbers a common language that everyone understands. Anticipate the future with confidence. See, understand and execute in real time. -
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HAULSIM
RPMGlobal
HAULSIM connects the fleet assets, mining operational plans and the people to build a ‘digital twin’ of any mining operation – open pit or underground – to deliver an accurate representation of any mine sites haulage operations. With a 3-D Discrete Event Simulation (DES) engine, at its core, HAULSIM is the only mining simulation software that can quantify the impact of changes as the models reflect the complex and dynamic nature of a mine site in its entirety; including the variability, interactions and dependencies that occur in these systems. Decisions to a mine haulage system can be based on real data giving the user the ability to test multiple ‘why’ and ‘what-if’ scenarios to reduce operating costs through optimised performance, and ensure overall operational safety and efficiency. -
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Snowflake
Snowflake
Snowflake is a comprehensive AI Data Cloud platform designed to eliminate data silos and simplify data architectures, enabling organizations to get more value from their data. The platform offers interoperable storage that provides near-infinite scale and access to diverse data sources, both inside and outside Snowflake. Its elastic compute engine delivers high performance for any number of users, workloads, and data volumes with seamless scalability. Snowflake’s Cortex AI accelerates enterprise AI by providing secure access to leading large language models (LLMs) and data chat services. The platform’s cloud services automate complex resource management, ensuring reliability and cost efficiency. Trusted by over 11,000 global customers across industries, Snowflake helps businesses collaborate on data, build data applications, and maintain a competitive edge.Starting Price: $2/credit -
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SingleStore
SingleStore
SingleStore (formerly MemSQL) is a distributed, highly-scalable SQL database that can run anywhere. We deliver maximum performance for transactional and analytical workloads with familiar relational models. SingleStore is a scalable SQL database that ingests data continuously to perform operational analytics for the front lines of your business. Ingest millions of events per second with ACID transactions while simultaneously analyzing billions of rows of data in relational SQL, JSON, geospatial, and full-text search formats. SingleStore delivers ultimate data ingestion performance at scale and supports built in batch loading and real time data pipelines. SingleStore lets you achieve ultra fast query response across both live and historical data using familiar ANSI SQL. Perform ad hoc analysis with business intelligence tools, run machine learning algorithms for real-time scoring, perform geoanalytic queries in real time.Starting Price: $0.69 per hour -
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Amazon QuickSight
Amazon
Amazon QuickSight allows everyone in your organization to understand your data by asking questions in natural language, exploring through interactive dashboards, or automatically looking for patterns and outliers powered by machine learning. QuickSight powers millions of dashboard views weekly for customers such as the NFL, Expedia, Volvo, Thomson Reuters, Best Western and Comcast, allowing their end-users to make better data-driven decisions. Ask conversational questions of your data and use Q’s ML-powered engine to receive relevant visualizations without the time-consuming data preparation from authors and admins. Discover hidden insights from your data, perform accurate forecasting and what-if analysis, or add easy-to-understand natural language narratives to dashboards by leveraging AWS' expertise in machine learning. Easily embed interactive visualizations and dashboards, sophisticated dashboard authoring, or natural language query capabilities in your applications. -
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MRI ProCalc
MRI Software
Create, analyze and compare any type of office, industrial or retail leasing or purchasing scenario with MRI ProCalc. Quickly analyze, scrutinize, and financially dissect a lease deal to simplify cash flow analysis and explore what-ifs with any variable. Analyze leases and compare the financial impact of different scenarios from the perspective of tenants and landlords to help make smarter decisions. A valuable tool for real estate professionals involved in the negotiation of leasing or purchasing commercial, office, industrial or retail space. Get answers to complex questions with goal-seeking functionality that determines which assumptions are required to produce your desired result. MRI ProCalc lease analysis software enables commercial real estate professionals to analyze and compare leases from the perspective of tenants, sublessors, landlords, or purchasers. Lease analysis is an essential tool for anyone involved in negotiating the lease or purchase of properties. -
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SyncDay
SyncDay
SyncDay is a specialized, automated platform designed to simplify transfer pricing (TP) for finance and tax teams, focusing on reducing manual spreadsheet work, automating calculations, and centralizing documentation. It offers low-lift, turnkey deployment with modular features to scale with growing businesses. Key Aspects of SyncDay: - Automation: Automates pricing calculations and allocations, ensuring consistency and traceability across entities and transactions. - Centralization: Acts as a single, centralized hub for all transfer pricing processes, data, documentation, and audit trails. - Scenario Modeling: Allows users to conduct advanced what-if analysis, model scenarios and reporting without disrupting core models. - Usability: Designed to be intuitive for tax and finance teams, reducing the need for heavy, specialized TP technology training. - Integration: Designed to fit into existing financial ecosystems with ERP integrations. -
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Oracle S&OP
Oracle
Continuously adjust operating plans to meet company objectives and align execution across the enterprise. Execute a continuous, forward-looking S&OP process that connects strategy and operations. Develop the best plans by quickly balancing demand and supply alternatives using best practices. Synchronize finance and material planning goals and evaluate scenarios to settle on optimal plans. Identify issues and resolve them with a guided, step-by-step approach. Leverage social tools to provide the right content for effective collaboration. Customers in diverse industries across the globe leverage Oracle S&OP to move toward continuous planning and improved results. Align end-to-end planning with a unified data model and advanced analytics to speed decision-making and the planning process. Balance demand and supply using rapid what-if simulations, reduce decision latency, improve profitability and customer service. -
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MonetDB
MonetDB
Choose from a wide range of SQL features to realise your applications from pure analytics to hybrid transactional/analytical processing. When you're curious about what's in your data; when you want to work efficiently; when your deadline is closing: MonetDB returns query result in mere seconds or even less. When you want to (re)use your own code; when you need specialised functions: use the hooks to add your own user-defined functions in SQL, Python, R or C/C++. Join us and expand the MonetDB community spread over 130+ countries with students, teachers, researchers, start-ups, small businesses and multinational enterprises. Join the leading Database in Analytical Jobs and surf the innovation! Don’t lose time with complex installation, use MonetDB’s easy setup to get your DBMS up and running quickly. -
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Hydra
Hydra
Hydra is an open source, column-oriented Postgres. Query billions of rows instantly, no code changes. Hydra parallelizes and vectorizes aggregates (COUNT, SUM, AVG) to deliver the speed you’ve always wanted on Postgres. Boost performance at every size! Set up Hydra in 5 minutes without changing your syntax, tools, data model, or extensions. Use Hydra Cloud for fully managed operations and smooth sailing. Different industries have different needs. Get better analytics with powerful Postgres extensions, custom functions, and take control. Built by you, for you. Hydra is the fastest Postgres in the market for analytics. Boost performance with columnar storage, vectorization, and query parallelization. -
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Rulex
Rulex
Rulex helps people and organizations harness their data and make smart decisions by delivering a Decision Intelligence system. While simplifying the entire data harmonization process, Rulex Platform offers a composable combination of advanced technologies to build enterprise-level solutions, including eXplainable AI (XAI), rule-based systems, mathematical optimization, and what-if scenario simulators. Thanks to its intuitive no-code interface, the platform is designed to meet the needs of both data experts and business users. Due to its high versatility, Rulex Platform has been widely adopted across various industries since 2007, including supply chain, financial services, life sciences, and manufacturing.Starting Price: €95/month -
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Twinn Witness
Haskoning
Twinn Witness is a predictive simulation software developed by Royal HaskoningDHV that enables organizations to create dynamic virtual models of existing and planned facilities and operations. By experimenting with various 'what-if' scenarios, users can uncover in-depth business insights and validate decisions in a risk-free environment. The software offers both 2D and immersive 3D simulation models, facilitating improved communication and understanding of processes and data interrelationships. User-friendly, flexible, and powerful, Twinn Witness provides detailed insights into capital expenditures, continuous improvement, and operational enhancements before investments are made, thereby improving performance, reducing costs, and building robust business cases for sustainable growth and increased return on investment. -
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GroundStar
INFORM
GroundStar, the Airport Resource Management solution by INFORM Software, is designed to optimize the allocation and usage of fixed airport infrastructure such as stands, gates, baggage belts, and check-in counters. It enables airports to efficiently plan short-, medium-, and long-term capacity by applying built-in optimization algorithms that consider business rules, stand and gate preferences, and infrastructure constraints. It supports sophisticated what-if scenario modelling and real-time decision support, allowing resource managers to respond quickly to deviations or disruptions. By leveraging machine-learning-driven analytics and historical data, the software predicts resource utilization and helps minimize bottlenecks, enabling smarter allocation of resources on the day of operation and improving punctuality and passenger/airline satisfaction. -
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QuestDB
QuestDB
QuestDB is a relational column-oriented database designed for time series and event data. It uses SQL with extensions for time series to assist with real-time analytics. These pages cover core concepts of QuestDB, including setup steps, usage guides, and reference documentation for syntax, APIs and configuration. This section describes the architecture of QuestDB, how it stores and queries data, and introduces features and capabilities unique to the system. Designated timestamp is a core feature that enables time-oriented language capabilities and partitioning. Symbol type makes storing and retrieving repetitive strings efficient. Storage model describes how QuestDB stores records and partitions within tables. Indexes can be used for faster read access on specific columns. Partitions can be used for significant performance benefits on calculations and queries. SQL extensions allow performant time series analysis with a concise syntax. -
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Ignitho Customer Data Platform Accelerator
Ignitho Technologies
Ignitho’s CDP accelerator allows implementations in as little as 2 weeks. By keeping the AI use cases front and center, the CDP accelerator provides an integrated solution framework. The CDP accelerator is industry specific and comes bundled with predefined AI models to cater to the most important use cases. This ensures that your implementations are rapid and meet a very tangible business need. If additional AI models are needed, they can be added quickly making the accelerator very scalable. Your CDP implementation is not just an aggregated repository of customer data with visualizations and basic segmentations. 1. Pre-built AI models 2. API based Real-Time Integration of AI Insights 3. Advanced What-If Analysis 4. No Data Duplication 5. Rapid Data Integration with Predefined Schemas -
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Apache Druid
Druid
Apache Druid is an open source distributed data store. Druid’s core design combines ideas from data warehouses, timeseries databases, and search systems to create a high performance real-time analytics database for a broad range of use cases. Druid merges key characteristics of each of the 3 systems into its ingestion layer, storage format, querying layer, and core architecture. Druid stores and compresses each column individually, and only needs to read the ones needed for a particular query, which supports fast scans, rankings, and groupBys. Druid creates inverted indexes for string values for fast search and filter. Out-of-the-box connectors for Apache Kafka, HDFS, AWS S3, stream processors, and more. Druid intelligently partitions data based on time and time-based queries are significantly faster than traditional databases. Scale up or down by just adding or removing servers, and Druid automatically rebalances. Fault-tolerant architecture routes around server failures.
