Key Takeaways
- 22.1% CAGR for the global AI in software market forecast for 2024–2030
- $84.0 billion global market size for AI in software in 2023
- $268.0 billion expected global market size for AI in software by 2030
- 46% of executives say generative AI is already deployed in at least one function (surveyed)
- 64% of respondents say generative AI is improving productivity or performance (surveyed)
- 55% of respondents report using generative AI for content generation (surveyed)
- 48% of respondents say they are using AI to reduce costs (surveyed)
- 42% of respondents say they are using AI to improve revenue (surveyed)
- 10% to 30% potential savings from AI-enabled operations improvements (range stated)
- 30% higher conversion rate with personalized AI recommendations (reported A/B results)
- 10% to 15% higher average order value with product recommendations (range reported)
- 25% increased recommendation relevance with contextual bandit optimization (benchmark)
- 23% of organizations report AI adoption in at least one core business process (surveyed)
- 33% of enterprises report using AI in at least one function (surveyed)
- 11% of enterprises report using AI in at least one business process continuously (surveyed)
AI spending is surging and generative AI is already widely deployed, with strong double digit market growth forecasts.
Market Size
Market Size Interpretation
Industry Trends
Industry Trends Interpretation
Cost Analysis
Cost Analysis Interpretation
Performance Metrics
Performance Metrics Interpretation
User Adoption
User Adoption Interpretation
References
- 1fortunebusinessinsights.com/ai-software-market-104625
- 9fortunebusinessinsights.com/generative-ai-market-104270
- 11fortunebusinessinsights.com/ai-in-it-operations-market-104510
- 2precedenceresearch.com/artificial-intelligence-software-market
- 3precedenceresearch.com/ai-in-it-operations-market
- 4precedenceresearch.com/ai-in-cybersecurity-market
- 5precedenceresearch.com/artificial-intelligence-in-finance-market
- 6gartner.com/en/newsroom/press-releases/2023-02-13-gartner-forecasts-worldwide-artificial-intelligence-spending-to-total-154-where
- 7gartner.com/en/newsroom/press-releases/2024-02-15-gartner-forecasts-worldwide-artificial-intelligence-spending-to-total-679-1
- 13gartner.com/en/newsroom/press-releases/2024-05-13-gartner-says-73-percent-of-enterprises-use-ai-to-automate-data-quality
- 14gartner.com/en/newsroom/press-releases/2024-05-28-gartner-71-percent-of-organizations-use-some-form-of-data-classification
- 17gartner.com/en/newsroom/press-releases/2024-02-20-gartner-it-operations
- 33gartner.com/en/newsroom/press-releases/2023-10-10-gartner-ai-customer-service
- 36gartner.com/en/surveys/enterprises-ai-adoption
- 49gartner.com/en/surveys/call-center-ai-survey
- 50gartner.com/en/surveys/cybersecurity-ai-triage-survey
- 8gminsights.com/industry-analysis/generative-ai-market
- 10grandviewresearch.com/industry-analysis/artificial-intelligence-customer-service-market
- 12mckinsey.com/capabilities/quantumblack/our-insights/the-economic-potential-of-generative-ai-the-next-productivity-frontier
- 15ciodive.com/news/ai-ethics-policy-survey/707941/
- 16forrester.com/report/state-of-artificial-intelligence/
- 47forrester.com/report/generative-ai-early-adoption/
- 48forrester.com/report/generative-ai-governance-survey/
- 18ibm.com/case-studies/ai-document-processing
- 19ibm.com/case-studies/ai-customer-service-savings
- 21ibm.com/security/data-breach
- 27ibm.com/case-studies/auto-feature-engineering-accuracy
- 20cloud.google.com/blog/products/ai-machine-learning/cost-optimization-for-ml
- 42cloud.google.com/vision/docs/ocr
- 22salesforce.com/resources/research-reports/state-of-service/
- 23g2.com/reports/ai-customer-support
- 24fico.com/blogs/using-ai-ml-for-fraud
- 25thinkwithgoogle.com/marketing-strategies/measurement-studies/ai-recommendations-results/
- 26ai.googleblog.com/2020/06/contextual-bandits.html
- 28arxiv.org/abs/1909.06475
- 29arxiv.org/abs/2305.13195
- 30arxiv.org/abs/2211.17192
- 31arxiv.org/abs/2205.14135
- 34arxiv.org/abs/2005.14165
- 38arxiv.org/abs/2107.13476
- 32aclanthology.org/W17-5222/
- 35sciencedirect.com/science/article/pii/S0167739X21004847
- 37gitlab.com/resources/whitepaper/devops-accelerator-ai/
- 39scale.com/blog/ai-assisted-data-labeling
- 40oversight.ai/resources/ai-search-analytics-study
- 41lexisnexis.com/en-us/resources/research/audit-identity-verification-ai.pdf
- 43learn.microsoft.com/en-us/azure/ai-services/computer-vision/overview-ocr
- 44oecd.org/going-digital/ai/practices-adoption-statistics.htm
- 45ec.europa.eu/eurostat/statistics-explained/index.php?title=Artificial_intelligence_statistics
- 46domo.com/blog/ai-survey-2024/
- 51unctad.org/publication/world-investment-report-2024-investment-copied-ai







