How AI can ease those data management woes
A look at how AI and ML-driven techniques can address data management challenges for modern enterprises.
How does AI improve data management?
AI improves data management by automating and optimizing various components of the data lifecycle. This includes tasks like data capture, de-duplication, anomaly detection, and data validation. By leveraging metadata analysis, AI can detect deviations in data usage and correct them automatically, allowing organizations to focus more on building core business value rather than spending excessive time on manual data management.
What are the benefits of using AI in data analysis?
Organizations benefit from AI-driven techniques by achieving significant improvements in speed and cost-efficiency. For example, a Fortune 500 company was able to analyze over 75 datasets with 100 million rows of data at a total compute cost of just $80, which is considerably lower than traditional methods. Additionally, AI helps surface unseen patterns and trends, providing actionable insights that aid in decision-making.
What challenges do organizations face when implementing AI for data management?
One challenge organizations face is the lack of a dedicated team of expert data scientists who can build responsible and compliant AI models. Additionally, companies may struggle with the complexity of AI implementation for tasks like data preparation and forecasting. To address these issues, organizations can utilize second-generation tools that simplify AI integration and adopt a gradual approach to build trust in AI systems.
How AI can ease those data management woes
published by Montra
Montra® Technologies is a leading innovator of identity and device management solutions for modern companies. Modern IT management puts identity at the center of secure provisioning of all services and devices used by your workforce. Montra’s platform, Via, integrates with your current HR and IT software for seamless, automated management of people and devices, regardless of location. Montra is trusted by some of the world’s most recognized brands which use Montra's innovative platform to improve the security of their identity and device operations.
The company was founded by industry experts with decades of technology leadership. Recognized by Channel Futures as an MSP to Watch and listed on the Inc. 5000, Montra is a Signature member of the ATDC at Georgia Tech. For more information visit www.montra.io or connect with us on LinkedIn or Twitter. management, user security, user support, device monitoring, device security, device deployments and repairs management.
Montra is based in Atlanta, Georgia, USA with customers worldwide. For more information please us at www.montra.io or contact us at info@montra.io.
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