The analytics and business intelligence marketplace are crowded as ever. The scope of what constitutes analytics package could be a bit muzzy, and this makes choosing the simplest doable metal tool a frightening task. Modern tools cover way more than heritage reportage, with capabilities starting from information integration and information preparation to information quality, governance, and even machine learning. Advanced information image and cloud property are the new traditional for metal and analytics within the current surroundings, and increased analytics is before long set to be the trade commonplace.
In that spirit, we've turned our gaze to the long run of analytics and business intelligence. Whether or not its the discharge of associate degree innovative new product, a bump in the capital, or inclusion in one in every of the highest analyst reports, these are the suppliers that have attained watch list standing from Solutions Review for the year ahead.
1010data transforms Big Data into smart insights to create the High-Definition Enterprise that can anticipate and respond to change. Our modern cloud-based analytical intelligence and consumer insights solutions enable over 850 clients to achieve improved business outcomes quicker, with less risk.
- A unified platform for company-wide data democratization.
- Actionable insights at the right time, for the right decisions.
- A powerful collaboration between you and your trading partners
Dataiku's single, collaborative platform powers both self-service analytics and the operationalization of machine learning models in production. The company's flagship product features a team-based user interface for both data analysts and data scientists. Dataiku's unified framework for development and deployment provides immediate access to all the features needed to design data tools from scratch. Users can then apply machine learning and data science techniques to build and deploy predictive data flows. The company just closed on a new round of venture capital funding worth $101 million. Dataiku is the data platform that brings ease and efficiency to everyone in the data-to-insights process, including:
- Analytics Leader
- Data Scientist
- Data Engineer
- Business Analyst
DataRobot offers an automated machine learning platform for data scientists of all skill levels to build and deploy accurate machine learning models. The tool automates the entire modeling lifecycle, enabling users to build predictive models. DataRobot searches through millions of combinations of algorithms, data pre-processing steps, transformations, features, and tuning parameters to spit out the best model for your data. Like Dataiku, DataRobot also raised $100 million in new capital, while also partnering with some of the top names in the big data marketplace, including Snowflake and ThoughtSpot.
Domino Data Lab:
Domino Data Lab is an enterprise data science platform that allows data scientists to build and run predictive models. Its product helps organizations with the development and delivery of these models via infrastructure automation and collaboration. Domino provides users access to a Data Science Workbench that provides open source and commercial tools for batch experiments, as well as Model Delivery so they can publish APIs and web apps or schedule reports. Domino raised $40 million in funding in August and added a new Launchpad Module to its platform in October.
Octopai is a centralized, cross-platform metadata management automation solution that enables data and analytics teams to discover and govern shared metadata. The product does metadata scanning by automatically gathering it from ETL, databases and reporting tools. Metadata is stored and managed in a central repository, and a smart engine using hundreds of crawlers searches all metadata and presents results quickly. Octopai was named a Gartner Cool Vendor in Data Science in September.
TIBCO Data Science is a unified platform that combines the capabilities of TIBCO Statistica, Spotfire Data Science (formerly Alpine Data; acquired November 2017), and Spotfire Statistics Services. The solution allows organizations to expand its data science deployments by providing flexible authoring and deployment. TIBCO automates data preparation and predictive analytic workflows to run and scale directly with a cluster.