Grades are noisy signals — replace numeric grades with skill-based pass/fail + micro-credentials

Grades are noisy signals — replace numeric grades with skill-based pass/fail + micro-credentials targets a $120.0B = 200M post-secondary & adult learners globally x $600 avg annual spend on credentialing, assessment and skills-services total addressable market with medium saturation and a year-over-year growth rate of 12% - growing demand for edtech, micro-credentials and skills-based hiring.

Key trends driving demand: Skills-first hiring -- employers increasingly evaluate portfolios and micro-credentials over GPA, creating demand for reliable signals.; AI-assisted assessment -- LLMs and rubric-scoring models enable consistent, scalable grading and feedback that reduces teacher burden.; Micro-credentials rise -- verified badges and stackable credentials are becoming accepted by employers and institutions.; Mastery-based education movement -- schools experimenting with pass/fail & competency models create early adopter customers..