Ryan Ross, founder and CEO of Olivia Technologies, brings a unique perspective to the intersection of fintech innovation and educational equity. His journey from Visa's innovation group, where he worked extensively on edge computing and biometric authentication, reveals a critical insight: the infrastructure patterns that revolutionized payments can solve education's most pressing accessibility challenges. At Visa, payment terminals deployed globally operate on an edge network model, calling home only when necessary to move data. This same principle, Ross recognized, could transform how schools deliver digital resources in environments constrained by limited or expensive broadband connectivity.
Offline-First Learning: Ryan Ross on the AI Infrastructure Crisis
Anika sat down with Ryan Ross to explore a critical, often-overlooked question in the education technology debate: Can your school's infrastructure actually run AI? The conversation revealed a sobering reality regarding the global digital divide and the massive data requirements of modern AI. Ryan’s background in edge computing and fintech at Visa offered a practical blueprint for offline-first learning, highlighting how Small Language Models (SLMs) and edge networks are the true key to bringing digital resources to the students the internet forgot.
In This Episode
Timestamps
Key Insights & Takeaways
Insight 1: Infrastructure Precedes Policy
School districts and legislators can draft all the AI policies they want regarding data sovereignty and usage, but without the broadband to support it, the policies are useless. Global estimates discussed at the UN summit show that 80% of schools worldwide lack the infrastructure for viable AI, meaning the real frontier of educational technology is access, not algorithms.
Insight 2: Edge Computing is the Education Solution
Drawing from Visa's global payment terminal model, offline-first networks allow schools to sync data locally. This middleware approach allows a school of 500 students to access digital resources, videos, and learning management systems on a localized network without crippling the school's limited live bandwidth.
Insight 3: The Hidden Threat of Token Consumption
Adding generative AI to schools isn't just a broadband issue—it's a massive, unpredictable budget issue. A single school of 500 students could burn through up to 5 billion tokens in a year. Traditional OpenAI models are financially and logistically unscalable for the average, under-resourced public school district.
Insight 4: Small Language Models (SLMs) Offer Total Control
Large language models pose massive data privacy and intellectual property risks for universities and K-12 schools alike. By utilizing Small Language Models managed at the district or state level, schools can strictly control the ingested content, perfectly align it with state standards, and safeguard student data in a closed environment.
Insight 5: EdTech Must Put Teachers First
AI will not replace educators, because teaching is fundamentally rooted in human interaction. True AI adoption in the classroom will only happen when tools are explicitly designed to reduce educator workload, assist in curriculum alignment, and increase teacher productivity before being pushed to the students.
Resources & Links Mentioned
Olivia Technologies (Olivia Education Edge Network)
Utah Tech University (Juvenile justice education partnership)
UN "AI for Good" Summit in Geneva
About Ryan Ross
Ryan Ross is the founder and CEO of Olivia Technologies and the creator of the Olivia Education Edge Network. With a deep background in edge computing, fintech, and biometric authentication at Visa, he transitioned into edtech to solve the digital divide. His offline-first platforms bring critical digital learning and AI capabilities to students in under-connected environments—from rural American school districts and secure juvenile justice facilities to schools across Africa.
His core mission, Ryan notes:
"Two projects I am particularly passionate about are Olivia's work with Utah Tech University supporting justice-impacted and incarcerated youth, and our efforts across Africa to improve access to digital learning resources for schools with limited connectivity. Both initiatives reinforce a core belief: technology should expand educational opportunity, not create new barriers. Whether supporting students in secure learning environments or schools that lack reliable internet access, our focus is on delivering equitable access to learning, empowering teachers, and ensuring that every student has the opportunity to succeed regardless of their circumstances or location."
Connect with Ryan
LinkedIn: https://www.linkedin.com/in/rossrr3/
Olivia Technologies Website: https://www.olivia.school/