VEPodcast April 1st 2026 - Vanessa McCarthy

In this episode of the Vocational Education Podcast, host Dan Hill sits down with Vanessa McCarthy, founder of Prickly to Sweet, to discuss the challenges RTOs face in implementing the new 2025 standards. Vanessa highlights that while many RTOs initially ignored the changes, the real shift lies not in new policies but in data literacy, governance, and risk management—areas often overlooked despite being central to the standards. She emphasizes that the standards demand a move beyond compliance to meaningful data use, particularly in training, assessment, and validation. A major focus is on RPL (Recognition of Prior Learning), where outdated, paper-heavy processes deter skilled tradespeople from re-entering the training sector. Vanessa advocates for a human-centered, AI-assisted approach that gathers evidence first, uses NLP and statistical analysis to identify gaps, and reduces administrative burden. She shares alarming stats—only 6% of Australian tradies are under 30—underscoring the urgent need for better pathways into training. The conversation also explores how AI tools like automated grading and holistic unit mapping can streamline processes while preserving human oversight. Vanessa concludes with a powerful message: don’t fear AI, just stay open and commit to learning one new thing daily.