© 2015-2024. MindStreamAnalytics.com

OneStream MarketPlace Solutions

OneStream MarketPlace Solutions: Sensible Machine Learning

OneStream is a powerful financial platform to help businesses streamline their consolidation, planning, reporting, data quality, and financial signaling. To further expand on these areas, OneStream MarketPlace Solutions were developed. The OneStream MarketPlace has more than 50 pre-configured solutions to help, including productivity solutions, planning and analysis solutions, and financial close solutions.

Sensible Machine Learning

Sensible Machine Learning is a MarketPlace solution designed to give you access to powerful and sophisticated data science tools. Artificial Intelligence has impressive uses across finance and operations, and the OneStream platform allows you to incorporate them into your enterprise planning process.

Simply put, the Sensible Machine Learning application can help you accelerate the time to value for machine learning forecasts – without the significant expenses usually associated with traditional ML methods.

This solution makes using machine learning technology easy for operational analysts and FP&A teams, leading to more accurate reporting and better organizational collaboration.

Automatically Create Demand Forecasts

One of the most common objections to incorporating machine learning into business forecasting is the time and money it takes to scale it across the organization. However, with OneStream's Sensible Machine Learning solution, you can break through these high barriers and automatically create demand forecasts.

The platform can create thousands of demand planning reports for various products and locations. In addition, the models are informed by business intuition to improve performance, meaning you don't need to rely on top-down models that are too generalized.

For example, you can align your demand plans with driver-based sales, labor plans, and material costs inventory – across your P&L, Cash Flow Statement, and Balance Sheet.

Retraining and Continuous Monitoring

With the Sensible Machine Learning application, you can continuously monitor and retrain your models. Not only will this boost performance and increase your forecast accuracy, but it will also minimize human bias.

Leverage these machine-learning scenarios across dashboards, forms, and visualizations. The built-in retraining capabilities allow you to measure performance over time and develop confidence and trust in the models.

Another critical component of the Sensible Machine Learning application is transparency. It includes back-testing capabilities and drill-back features so your team can feel confident that the model is accurate and effective.

Time Series Forecasting

OneStream's Sensible Machine Learning marketplace solution allows your organization to create, deploy, and use time-series models within a single platform. In addition, the systematized process eliminates many of the complexities normally associated with these development tools.

What would typically require a team of data scientists and specialists is automated by this AI tool. The experience is guided so that users with limited experience can navigate it easily, and the AI engine automatically adapts to ensure the best forecast possible is created.


The OneStream MarketPlace solution for Sensible Machine Learning empowers finance teams to leverage artificial intelligence and ML. Specifically designed for corporate performance management, this tool can help you productize time-series ML modeling and create effective demand forecasts.

The technology works directly within the OneStream application environment so that you can incorporate business intuition like competitor info, pricing, events, and more into your reporting. Monitoring and retraining models are simplified, so you can constantly improve your forecasts and scenario analysis.

Partner SpotLight

OneStream aligns to your business needs and changes more quickly and easily than any other product by offering one platform and one model for all financial CPM solutions. OneStream employs Guided Workflows, validations and flexible mapping to deliver data quality confidence for all collections and analysis while reducing risk throughout the entire auditable financial process.

OneStream Profile

Our Company

MindStream Analytics' senior staff was there at the birth of Business Intelligence. We have been part of building Business Intelligence nationally from its humble niche product status to the ubiquitous analytic tool that it is today. MindStream consultants are well versed in reporting and information management and are ready to help you leverage the power of multiple tier-1vendors. From Oracle Hyperion to IBM Cognos, we can help you select and integrate the right tools for you to better understand your information. MindStream Analytics has experience across a wide variety of industries: Business Services, Consumer Products, Energy, Financial Services, Healthcare, Manufacturing, Transportation , and Telecommunication. We have the depth and breadth of experience to help you deliver actionable information to users.

Case Studies


Thanks to the intervention of MindStream Analytics, Accumen's Finance department can now model their business with a new, more organized structure that isn't conventionally available in NetSuite.

Acme Brick

Acme Brick turned to MindStream Analytics for help implementing OneStream to replace their outdated TM1 solution.


Alterra sought the expertise of MindStream to address the challenges they faced in their Capital Planning process.

ATCO Group

Energy conglomerate ATCO operates worldwide in utilities, power generation, and related services.


Working with MindStream Analytics, Avalon Healthcare Solutions adopts NetSuite Planning and Budgeting to accelerate budgeting and forecasting processes.

Bayer Health Care

Bayer Healthcare implemented Hyperion Planning and Workforce Planning in 10 weeks to dramatically streamline their Income Statement budget and Workforce Planning process..


MindStream Analytics' partnership with BluEarth Renewables epitomizes the power of technology and collaboration.


An Oracle Hyperion Planning Upgrade provides multi-national organization Hyperion Application optimization and stabilization.

Cleaver Brooks

OneStream XF was chosen as the platform that would transform Cleaver-Brooks' Finance processes.


The collaboration between CoorsTek and MindStream resulted in significant improvements in CoorsTek's financial consolidation and reporting processes.

Elite Body Sculpture

MindStream Analytics' collaboration with Elite Body Sculpture encapsulates the transformative potential of targeted tech solutions in streamlining administrative processes.


Enlyte, a merger of Mitchell, Genex, and Coventry, faced challenges with disparate financial solutions and the need for combined reporting.


MindStream Analytics collaborated with Flanders to implement OneStream Consolidation and Reporting solution.

Foley Products

Foley Products was facing a significant challenge with its Excel-based actual management reporting system.

Harte Hanks

The collaboration between MindStream Analytics and Harte Hanks culminated in a highly customized, user-friendly NetSuite implementation.


Interface used a complex, manual, excel-based FP&A process for monthly review, and the summary data was loaded in OneStream.

Kymera International

Thanks to Mindstream Analytics' assistance, Kymera was able to load all of their data into OneStream and validate it successfully.

MacLean Fogg

MacLean-Fogg partnered with MindStream, a leading implementor specializing in modernizing and optimizing enterprise systems.


MindStream's expertise and experience were sought to conduct a vendor selection initiative focusing on MEPPI's F2023 planning process.


MindStream Analytics and OUAI's collaboration showcases the transformative power of strategic technological intervention.


By migrating to OneStream, Plaskolite has achieved a material reduction in consolidation time and overall Financial Close cycle, eliminated the hours spent compiling and verifying data in Excel, streamlined its Planning, Budgeting and Forecasting model and delivered flexible and timely reporting that enables more strategic analysis of their financial data.


Understanding the nuances of Redwire's challenges, MindStream Analytics devised a holistic approach to overcome them. The implementation of NetSuite was just the beginning.


Simon's existing corporate Hyperion Financial Management (HFM) production application was consolidating at a rate of seven hours, a performance issue causing great headache to corporate Accounting.

Source Code

The successful transition to OneStream revolutionized Source Code's financial reporting.


Subway collaborated with MindStream Analytics for the NetSuite Analytics Warehouse implementation.


MindStream Consulting and AppCare team members are proud be working side by side with UPenn university in accomplishing this implementation and along with continuing our AppCare services after go-live.


USG was an Oracle Hyperion customer realizing that it needed more specialized support for its various Oracle Hyperion applications.


Dividing a hyperion planning application, expanding the hyperion footprint to forecast on the business? Customer categories.

Versant Health

Versant Health engaged MindStream to help resolve the challenges they were experiencing with their consolidation, close, and financial reporting processes.

Virginia Spaceport Authority

The MindStream team implemented the Standard + Workforce NetSuite Planning & Budgeting.


MindStream Analytics determined that the best solution was to implement Oracle Essbase Cloud as part of the Oracle Analytics Cloud (OAC) platform-as-a-service


Innovative use of essbase to streamline and connect hyperion financial management for enhanced financial analysis.

XY Planning

MindStream Analytics, well-versed in addressing such challenges, presented a comprehensive Netsuite solution for XY Planning.