Big Data Quality must always be verified to ensure that data is safe, accurate, and complete. Data is moved through multiple IT platforms or stored in Data Lakes. The Big Data Challenge: Data often loses its trustworthiness because of (i) Undiscovered errors in incoming data (iii). Multiple data sources that get out-of-synchrony over time (iii). Structural changes to data in downstream processes not expected downstream and (iv) multiple IT platforms (Hadoop DW, Cloud). Unexpected errors can occur when data moves between systems, such as from a Data Warehouse to a Hadoop environment, NoSQL database, or the Cloud. Data can change unexpectedly due to poor processes, ad-hoc data policies, poor data storage and control, and lack of control over certain data sources (e.g., external providers). DataBuck is an autonomous, self-learning, Big Data Quality validation tool and Data Matching tool.
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Soraban serves as an AI-driven administrative assistant tailored for accounting and tax firms, aimed at automating the processes of client data collection, document retrieval, and workflow management through a user-friendly, branded portal. By substituting monotonous manual tasks with flexible, customizable questionnaires that can send automatic reminders to clients via SMS, email, or voicemail, it also converts document uploads into PDFs and enhances client communication with intelligent, context-sensitive prompts. This tool integrates seamlessly with existing accounting software, enabling automatic data entry, the application of e-signatures for IRS documentation, and efficient coordination of tax return deliveries, all while minimizing the need for human involvement. By taking over repetitive administrative responsibilities, Soraban allows professionals to dedicate their time to advisory roles, thereby boosting overall efficiency, minimizing errors, and elevating the client experience through smooth, mobile-accessible interactions. Ultimately, Soraban not only transforms how accounting firms operate but also paves the way for a more streamlined future in client management.
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Classcraft
Classcraft encourages learners to reach their full potential through fun, sustainable learning experiences that foster growth and human connection. Classcraft's tiered intervention approach can help educators improve student behavior by instilling intrinsic motivation, ensuring consistency and providing targeted support for at-risk students.
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Lexia Core5 Reading
Lexia® Core5® Reading is an innovative, adaptive blended learning program designed to enhance literacy skills for students of various abilities, facilitating their transition from merely learning to read to effectively reading to learn. The elementary years play a crucial role in shaping reading skills, establishing a fundamental base for knowledge across different subjects. Despite this importance, data from the National Assessment of Educational Progress (NAEP) consistently reveals that approximately 60% of American fourth-graders fail to achieve reading proficiency each year. For these young learners, the path to literacy becomes increasingly challenging without the implementation of focused instruction and necessary interventions. To address this issue, Core5 was created with the goal of bridging that educational divide. Grounded in structured literacy principles, Core5 aims to ensure fair learning opportunities for every student while enhancing their academic success and overall well-being. By enabling educators to deliver tailored literacy instruction, Core5 is committed to fostering an inclusive educational environment where all learners can thrive. This program ultimately strives to empower teachers and engage students in their literacy journey.
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