Brief tasks waste time — auto-expand, optimize, and validate prompts

Brief tasks waste time — auto-expand, optimize, and validate prompts targets a $28.5B = 190M knowledge workers x $150/yr (prompt-engineering & productivity licenses) total addressable market with medium saturation and a year-over-year growth rate of 40%+ = rapid LLM adoption, tooling demand and enterprise pilots doubling year-over-year.

Key trends driving demand: LLM commoditization -- widely available APIs make building prompt tooling cheaper and increase demand for quality control; Enterprise LLM adoption -- companies piloting LLMs need governance, reproducibility and team workflows; Prompt engineering professionalization -- prompt design is becoming an operational discipline with repeatable patterns.