What percentage of professionals are dissatisfied with generative AI output?

70.4% report dissatisfaction with accuracy and reliability, citing outdated or inaccurate data.

How much time do professionals spend verifying AI responses?

72.8% spend over 5 minutes per verification, undermining productivity gains.

What is most critical for improving generative AI accuracy?

61.6% say improving data accuracy and freshness is the top priority.

AI News NQ Analysis

70% of Business Professionals Dissatisfied with Generative AI Output Accuracy — Usonar Survey of 500 Professionals Reveals Data Quality as Key to Improvement

Key facts

70% of Business Professionals Dissatisfied with Generative AI Output Accuracy — Usonar Survey of 500 Professionals Reveals Data Quality as Key to Improvement
Usonar surveyed 500 business professionals using generative AI at work and found 70.4% are dissatisfied with output accuracy, 72.8% spend over 5 minutes verifying responses, and 61.4% attribute issues to poor data quality. The key to improvement lies in enterprise data infrastructure.
Source: PR TIMES
Date: Wed Jun 17 2026 20:48:27 GMT+0900 (Japan Standard Time)

Direct answer

Usonar surveyed 500 business professionals using generative AI at work and found 70.4% are dissatisfied with output accuracy, 72.8% spend over 5 minutes verifying responses, and 61.4% attribute issues to poor data quality. The key to improvement lies in enterprise data infrastructure.

Citation: 70% of Business Professionals Dissatisfied with Generative AI Output Accuracy — Usonar Survey of 500 Professionals Reveals Data Quality as Key to Improvement (Wed Jun 17 2026 20:48:27 GMT+0900 (Japan Standard Time)), PR TIMES
Source: PR TIMES
Date: Wed Jun 17 2026 20:48:27 GMT+0900 (Japan Standard Time)

AI Summary (NQ-processed)

Usonar surveyed 500 business professionals using generative AI at work and found 70.4% are dissatisfied with output accuracy, 72.8% spend over 5 minutes verifying responses, and 61.4% attribute issues to poor data quality. The key to improvement lies in enterprise data infrastructure.

AI Analysis

Frequently Asked Questions

Q: What percentage of professionals are dissatisfied with generative AI output?: A: 70.4% report dissatisfaction with accuracy and reliability, citing outdated or inaccurate data.
Q: How much time do professionals spend verifying AI responses?: A: 72.8% spend over 5 minutes per verification, undermining productivity gains.
Q: What is most critical for improving generative AI accuracy?: A: 61.6% say improving data accuracy and freshness is the top priority.