of SMEs using generative AI report saving money.
Survey of over 5,000 SMEs in seven countries. 45.2% of generative AI users report saving money; the survey does not measure the amount saved.
OCDE · 2025 · Generative AI and the SME Workforce ↗Public research to understand AI’s economic potential. With context, scope and direct links to original sources.
Survey of over 5,000 SMEs in seven countries. 45.2% of generative AI users report saving money; the survey does not measure the amount saved.
OCDE · 2025 · Generative AI and the SME Workforce ↗Experiment with 758 consultants. The improvement was observed on tasks within AI capabilities; results depend on the task.
Harvard Business School / BCG · 2023 · Navigating the Jagged Technological Frontier ↗34.6% of SMEs using generative AI report this benefit. This is an observed opportunity, not a revenue forecast.
OCDE · 2025 · Generative AI and the SME Workforce ↗These are findings from external research, under its own sample conditions. They are not a promise of savings, accuracy or revenue from baiq. Percentages are rounded for readability.
Compare hours per task and time to launch before and after, including human review.
Measure the complete workflow cost per accepted outcome, including review, operation and quality.
If you launch a new offering, track paying customers, sales or licences and additional revenue against the cost of building and running the service.