A curated, constantly-updated hub of adoption rates, productivity gains, and ROI metrics from across the AI industry.
of enterprises have adopted AI in at least one business function
year-over-year growth in prompt engineering job postings
average number of prompt iterations before production deployment
average API cost reduction through systematic prompt engineering
of professional developers use AI coding assistants regularly
of teams reuse standardised prompt templates across projects
increase in global LLM token consumption year-over-year
salary premium for roles requiring prompt engineering expertise