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Analytics and AI training

Unlock all of your customer data and use better-than-real synthetic data for AI training and analytics!
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Challenges
  • Data is a critical business asset empowering companies to stay competitive.
  • According to McKinsey, 86% of executives say their organizations have been at best only somewhat effective at meeting the primary objective of their data and analytics programs.
  • Timely access to high-quality data across departments and subsidiaries is a major reason behind an organization’s inability to turn on data-driven capabilities.
  • Only 15-20% of customers consent to using their data for analytics, the rest of data and the insights contained are locked away.Due to privacy reasons, sensitive data is often off-limits both for in-house data science teams and for external analytics vendors. Their contributions are crucial for driving innovation and customer centricity further.
Solution

Synthetic data is exempt from privacy regulations, enabling data scientists to see the big picture by accessing privacy-compliant, statistically identical synthetic repositories seamlessly. Using MOSTLY AI’s synthetic data platform, you can quickly and easily generate granular, accurate, as-good-as-real synthetic copies of your raw data. Make use of all of your data assets, and share synthetic copies with external analytics providers, train accurate AI models with large batches of realistic synthetic data, and use sophisticated analytic tools to gain brand new insights.

Result

A large multinational telecom provider conducted an HR analysis of more than 90,000 employees using synthetic data. Due to legal regulations, operating companies couldn't touch employees' sensitive, raw data. Using the synthetic version of the data, they could identify patterns leading to employee churn, optimize HR processes, and improve talent acquisition and retention rates.

Find out how a global telecom provider benefits from 2 digit million in cost savings with HR analytics powered by synthetic data!

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Why MOSTLY AI?
  • MOSTLY AI’s synthetic data platform offers unparalleled data accuracy and privacy protection.
  • Our algorithm learns your sensitive datasets’ statistical properties, preserving their insights and trends.
  • Balance, fix, upsample, debias or simulate data through the synthesization process.
  • Easy to integrate into existing enterprise architectures. Read and write directly to databases.
  • Flexibly upload various data types, including behavioral data and transactional tables.
  • The resulting synthetic datasets come with automated QA reports, including quality and privacy checks.
  • You can quickly and safely boost the accuracy of your machine learning and other analytics models with fully anonymous synthetic data generated with a trusted, third-party validated approach.

 

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