# Why digital transformation is impossible without quality data

Canonical: https://kt.team/blog/how-data-quality-impacts-business-outcomes

87.5% of digital projects fail due to bad data. Learn how data quality management drives ROI from cloud, ML, CRM and automation.

## Overview

87.5% of digital projects fail due to bad data. Learn how data quality management drives ROI from cloud, ML, CRM and automation.

## Business context

87.5% of digital projects fail due to bad data. Learn how data quality management drives ROI from cloud, ML, CRM and automation.

## Implementation notes

87.5% of digital projects fail due to bad data. Learn how data quality management drives ROI from cloud, ML, CRM and automation.

## How KT.Team helps

87.5% of digital projects fail due to bad data. Learn how data quality management drives ROI from cloud, ML, CRM and automation.

## Next step

87.5% of digital projects fail due to bad data. Learn how data quality management drives ROI from cloud, ML, CRM and automation.