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Challenges and Solutions

	Challenges	Solutions
01	Challenges Ensuring secure and reliable data pipelines amid limited domain expertise in specific data sources.	Solutions Telmai aids in decentralizing data quality with an intuitive interface oversight and centralized reporting, ensuring organizational data integrity.
02	Challenges Organizations face difficulties managing and complying with vast amounts of diverse data stored across multiple clouds	Solutions Telmai offers seamless integration with 250+ data sources with advanced ML-driven Data Quality Monitoring to ensure continuous, reliable data flow.
03	Challenges Modernizing technology and operational models is tough due to migration complexities, particularly when expanding the current data architectures.	Solutions Telmai simplifies migrations and reduces risks by automating data profiling ensuring cross-system consistency through strong data governance and health monitoring.

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Telmai continuously validates claims and policy data, integrating real-time monitoring and automated validation checks into existing systems. This approach mitigates risks, reducing data-related incidents by up to 20% in business-critical pipelines.

AI Success Accelerated

Telmai enhances AI development by providing essential, high-quality data and ensuring transparency, streamlining AI model building, and ensuring data integrity for reliable applications.

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Decentralize Data Quality across Business and Tech teams

Telmai boosts operational efficiency with decentralized data quality, blending business and IT to reduce reconciliation and error management efforts, leading to streamlined processes

Data Discrepancy Fixes Made Easy

Enhance data integrity with Telmai’s embedded workflows, ensuring a seamless data flow through your pipelines. Our circuit breakers and DQ binning intelligently isolate issues, while automatic profiling accelerates data comparison and movement, streamlining source and target analysis.

Data Consistency Through Simplified Governance

Telmai integrates effortlessly with any system, from on-prem SQL Server to cloud platforms like GCP, AWS, and Azure. It smoothens transitions, enhancing the quick realization of newly acquired data to improve decision-making and compliance processes.

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Real-Time Insights, Real-Value Gains

Accelerate strategic outcomes with Telmai’s automated data validations and real-time monitoring of vast datasets. You can adapt swiftly to market dynamics with its flexible data quality rules, streamlining operations and enhancing decision-making efficiency.