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How Quick Quack Car Wash leveraged ML In Anaplan for Financial Planning (FP&A)

"Quick Quack Car Wash faced challenges in forecasting due to high demand variability, the complexity of predicting both member and non-member car washes, and low forecasting accuracy. To address this, QQCW partnered with Polestar to implement an advanced forecasting solution using Anaplan Plan IQ and AccuWeather data.<br> Key steps included integrating AccuWeather's weather data with Anaplan, feature engineering to identify 12 weather-related factors impacting revenue, and deploying machine learning models for accurate 90-day forecasts. This solution improved data precision, optimized resource al

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How Quick Quack Car Wash leveraged ML In Anaplan for Financial Planning (FP&A)

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  1. Unlocking the power of integration with Key Benefits Anaplan APIs 1 2 Clear insights into models and workspaces models and workspaces 3 Efficient access to Anaplan Data Clear insights into Developer-friendly experience Enables real-time data manipulation, by allowing adding/updating list items, cell-level edits, and user management, streamlining data interaction without bulk actions or file transfers. Anaplan's Metadata APIs allow access to model insights by giving information on structure, lists, views, and facilitating automated reports and change tracking for well-informed decision-making. Restful APIs with JSON/CSV (and familiar structures) access simplify data integration and reduce model dependence, enabling direct data access and real-time ETL for improved efficiency. Types and Key features of Anaplan APIs Feature Category Bulk APIs Transactional APIs SCIM APIs Efficiently transfer large datasets (millions of records) Facilitate basic integrations and gain insights from model properties Manage user provisioning and access within your Anaplan tenant Primary Function Whether you are a model builder, entrepreneur, or Anaplan user, utilizing Anaplan APIs can have a significant impact. Anaplan provides a variety of features accessible through their APIs, although grasping and utilizing them can be overwhelming for some. This datasheet aims to close the knowledge disparity and equip you with the abilities to utilize APIs. Ready to unlock the complete power of your data? Data Actions Import, Export, Delete (large datasets) Read, Update, Delete (individual records) Create, Update,Assign (user accounts) Processing Asynchronous (Background processing) Synchronous (immediate response) Synchronous (immediate response) Key Benefits Simple setup – ideal for quick integrations, Provides insights into model properties Simplifies user administration, reduces provisioning time, Cost effective user management Handles massive data volumes, Streamlines bulk data operations Parameters Action-specific (Import format, filters , etc.) Action-specific (cell reference, data values, etc.) Action-specific (user attributes, workspace assignments, etc.) © 2024 Polestar Solutions India Pvt. Ltd. All rights reserved. For more information, email marketing@polestarllp.com www. p o l e s t a rl l p.co m

  2. Wormhole: Go beyond integration with Anaplan Advantages of Polestar’s Wormhole Direct connectors eliminate CSV/TXT files Schedule tasks or trigger based on dependency Anaplan’s APIs ,though powerful, comes with limitations. Lack of version control ,minimal focus on data management and being custom coding intensive for integration hinders user experience. SaaS based with low maintenance Polestar’s Wormhole can help you overcome these limitations easily! This lightweight business user integration utility simplifies data integration with Anaplan. It eliminates the need for taking excel/CSV dumps before importing data to Anaplan. Enterprise grade security even during data transit Transforming & constraining data on the run  Bi-directional data movement Analyze logs on success or failure on UI Task notifications upon execution with status Scalability towards data size & source connectors Intuitive UI designed for non- technical users With Wormhole, Integrate in 6 simple steps  Save, Execute and Monitor 01 02 03 04 05 06 Select Data sources Select Add Anaplan Configuration Create Task Transform Anaplan Action © 2024 Polestar Solutions India Pvt. Ltd. All rights reserved. For more information, email marketing@polestarllp.com www. p o l e s t a rl l p.co m

  3. What integration tool is right for you? If you want to know more about capabilities of Anaplan integration – here are few resources that might help! Are you still unsure about which Anaplan integration tool best fits your needs ? This comparative chart offering a clear view of their capabilities – all at one place. #Webinar #Ebook Mastering Anaplan Integration Seamless integration with Anaplan using the Integration Utility: ‘ Wormhole ’ Reach out to us today! © 2024 Polestar Solutions India Pvt. Ltd. All rights reserved. For more information, email marketing@polestarllp.com www. p o l e s t a rl l p.co m www. p o l e s t a rl l p.co m

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