Next Generation Learning: The Future of How We Train the Workforce

What we talked about.

In this episode of the Sunny Ray Show, host Sunny Ray talks with Dave Howden, founder of Superhuman AI, a New Zealand based company rebuilding vocational workforce training with artificial intelligence. Dave explains why education, especially vocational and compliance driven training, has remained stubbornly disengaging despite decades of digital transformation elsewhere. Drawing on twenty years across BT, Orange and Umbrella, he describes how large telecom companies taught him that scale and legacy investment do not guarantee advantage, and how smaller, nimble organizations weaponized with modern technology can now outpace them. He details how Superhuman collapses the traditionally separate roles of instructional designer, compliance specialist and subject matter expert into a single AI driven platform, cutting content development time from roughly six weeks to a fraction of that while raising compliance validation rates well above industry norms. The conversation covers the scale of vocational qualifications across New Zealand and Australia, the near fifty percent dropout rate in vocational education, and how AI powered simulations, role plays and coaching are designed to keep learners engaged and push completion rates upward across training providers.

Superhuman AI's founder on replacing slow, disengaging vocational training with AI driven, compliant, hyper engaging workforce learning.

The questions, and the answers.

Superhuman AI, what are you building and why should the world care?

I'm a simple animal when it comes to why I exist. Two years ago we decided the way people move into the workforce needed a dramatic transformation, because education is still one of the most disengaging processes you can go through in life. Superhuman goes back to first principles on how we get skilled people into work as fast as possible, building the most engaging, compliant workforce training experiences for countries and sectors around the world.

Twenty years across BT, Orange and Umbrella, what was the pattern you kept seeing in all three?

Large organizations lose their way about why they actually exist, treating technology as something you procure and then find a use for. After stepping out of corporate, I believed there was a place for a nimble organization focused on the future of workforce development. Big things move slowly, but small, agile, capital efficient businesses can now make a huge impact, which is what we're doing from little New Zealand.

What did Telco teach you about skill that software people usually learn the hard way?

Just because you're a big Telco doesn't mean you own your market, and prior investments aren't always useful for accelerating. In the UK we spent billions on fixed line copper cable internet, while emerging markets skipped straight to Wi-Fi and 3G and accelerated hugely. Large companies with technical debt move slowly, and smaller nimble organizations weaponized with technology can move the needle, which we're now seeing play out with AI.

You watched experts lose six weeks to formatting a single assessment pack. What was going through your head?

In New Zealand there are 14,000 different vocational qualifications, and 22,000 in Australia, each needing designed, moderated, assessed content, done today by humans. On average a single unit standard, like how to load a nail gun, takes about six weeks of human time. I thought, what a waste of human talent. You can only type and read so fast, and it's too important not to fix, so we industrialized AI to build compliant learning resources instead.

Your customers pass validation first time at 95 percent against a sector average of 68 percent. Why is compliance the part AI can actually fix?

AI is simply better at following rules than humans are. Opinion and experience are valuable in some settings, but education is about proving competency to a standard, and if materials don't conform, that's just rework. When AI is industrially programmed to follow the rules, it's exceptionally good at quickly building compliant instruments, whereas human opinion tends to pull against the rules of validation and moderation.

Can you explain the platform to someone who's never worked inside a training organization?

Right now a training organization runs on Google Docs, Word docs and spreadsheets, manually pulling information from providers, students and trainers. You need three separate people: an instructional designer, someone who understands compliance, and a subject matter expert. We collapse all three roles into one AI driven platform where compliance standards are guardrailed, giving you a center of record for building the validation bundles you need to deliver training.

Nova 5 does simulations, role plays and AI coaching. What does that change for the learner rather than the provider?

It's 2026 and learners don't sit through three or four hundred page study guides anymore. We owe them hyper engaging experiences, not more pages, through simulated role plays, branching scenarios, hazard identification and more, twenty six formats in total from quizzes to arcade games. That matters because nearly fifty percent of people who start vocational education drop out from disengagement, and that's a huge loss to the workforce and the economy.

Where do people learn more about you and Superhuman?

Standard channels, hit me up on LinkedIn, we can have a conversation there. Or go to superhuman.com and you'll find a lot of information. I just love having conversations with the market about this stuff, because there's nothing more important than the future of humanity and the skills we need to retain to build that out.