AI in Business Statistics 2026

40%

average productivity improvement on AI-augmented knowledge work tasks

55%

average reduction in time to complete coding tasks when developers use AI coding assistants

37%

average improvement in customer-service response time when agents use AI-assisted reply drafting

59%

of marketers report better content production speed with AI assistance

12%

uplift in revenue reported by sales teams using AI for lead scoring and prioritization

97%

of senior sales leaders say AI is changing their organization's approach to sales

81%

of sales professionals say AI gives them more time to focus on selling

73%

of marketers use generative AI for content creation in some form

63%

of marketing teams use AI for personalized content recommendations to customers

42%

of sales teams use AI for call/meeting transcription and summarization

67%

of organizations cite data security and privacy as their top concern with AI deployment

44%

of organizations have experienced at least one AI-related security incident or data leak

$2.2 million

average cost of a data breach involving AI systems (higher than the cross-industry $4.88M breach average due to data-volume exposure)

63%

of organizations lack a formal governance framework for AI use

33%

of generative-AI outputs contain at least one factual inaccuracy when used without verification (hallucination rate varies by model and task)