How Cosmiq is making AI tutoring conversational and accessible
Matthew Lynch is CEO of Cosmiq, a free, voice-driven AI tutoring web app for K-12 learners. He explains how its live lessons adapt in real time, why the company wants more school and district adoption, and where it keeps human judgment in the loop.
AI tutoring can do more than deliver content when it listens and adapts to learners in real time. Cosmiq also draws a clear line around clinical judgments and high-stakes education decisions, which it believes require human care.
What’s the quick origin story of your business, and what makes what you do genuinely different from the other options your customers are looking at?
1. What’s the quick origin story of your business, and what makes what you do genuinely different from the other options your customers are looking at? When I started COSMIQ, the goal was simple but ambitious: create an AI tutoring experience that feels genuinely human and accessible to every K-12 student, no matter their background or resources. We wanted to break down barriers—financial, linguistic, and geographic—and make high-quality tutoring free forever for kids. What really sets COSMIQ apart is that it’s not just a chatbot or a static course. It’s a live, voice-driven conversation with an AI teacher who listens, adapts, and guides learners in real time. Plus, we’ve built a whole ecosystem around that core—progress tracking, parent tools, games, and curriculum alignment—that makes learning feel personal and continuous. And importantly, premium voices and features are never locked behind paywalls for kids, which is rare in this space.
Where does most of your new business come from today, and where do you wish it came from?
Right now, a lot of our growth comes organically—families discovering us through our free public resources like exam hubs, practice pages, and our blog. Schools and districts are also starting to come on board, which is exciting because it means we’re reaching learners at scale. Ideally, we want to see more of that institutional adoption because it helps us sustain the mission while keeping the core free for kids. We also hope to grow our family accounts beyond the first two children, but always without compromising access or quality for those who rely on the free tier.
What’s one thing you’ve actually handed over to AI in the last year, and one thing you tried it on and went back to doing the human way?
We’ve fully entrusted AI with the live tutoring experience itself—everything from grading answers in real time to adapting lesson difficulty on the fly. The AI even reads and interprets handwritten homework and score reports, which has been a game-changer. That said, we’ve been cautious about anything that requires deep human empathy or nuanced judgment, like interpreting emotional states clinically or making high-stakes educational decisions. We deliberately avoid clinical language or labels in our insights because that’s something we believe humans should handle with care, not AI.
Have you noticed a change in how customers find you or what they already know before they reach out? Is anyone arriving through AI assistants like ChatGPT yet?
We’ve definitely seen more savvy users coming in with a clearer idea of what AI tutoring can do, thanks to the growing awareness of AI tools in education. Most still find us through traditional web search or referrals, though. As for AI assistants like ChatGPT, it’s early days—no significant traffic from those channels yet—but we’re watching closely. We believe AI assistants will play a bigger role in discovery and initial engagement soon, and we want to be ready when that happens.
If you were advising someone in your industry on all of this for the next 12 months, what would you tell them to actually do, and what would you tell them to ignore?
4. Have you noticed a change in how customers find you or what they already know before they reach out? Is anyone arriving through AI assistants like ChatGPT yet? We’ve definitely seen more savvy users coming in with a clearer idea of what AI tutoring can do, thanks to the growing awareness of AI tools in education. Most still find us through traditional web search or referrals, though. As for AI assistants like ChatGPT, it’s early days—no significant traffic from those channels yet—but we’re watching closely. We believe AI assistants will play a bigger role in discovery and initial engagement soon, and we want to be ready when that happens. 5. If you were advising someone in your industry on all of this for the next 12 months, what would you tell them to actually do, and what would you tell them to ignore? I’d say focus on building AI that truly listens and adapts to learners in real time—don’t just automate content delivery. Prioritize accessibility and equity; free or affordable access is key to making a real impact. Invest in transparency and privacy—parents and schools need to trust your platform. Also, don’t underestimate the power of organic growth through genuinely helpful free resources. What to ignore? Don’t get caught up chasing every shiny AI trend without a clear educational purpose. Avoid gating core features behind paywalls that exclude the learners who need help most. And steer clear of clinical or diagnostic claims unless you have the expertise and safeguards to back them up—education is not therapy.
Thank you to Matthew Lynch and the team at Cosmiq for sharing what actually worked with Leaders Perception readers.
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