ProVia

ProVia is a Socratic AI platform that turns learning into verifiable skills. Instead of just grading AI-generated homework, ProVia makes student thinking visible and issues a Skills Passport.

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Inspiration

In 2026, generative AI can write essays, solve complex equations, and pass standardized exams in seconds. While this unlocks incredible possibilities, it creates a major crisis in global education: a high grade no longer proves real learning.

According to recent global reports, over 80% of graduates face skills-mismatch issues in the workplace, and students increasingly risk developing a false sense of mastery by relying on direct AI outputs.

Inspired by real-world education challenges in emerging markets like Togo (our pilot environment), we set out to answer a crucial question:
How can we use AI not to do the work for students, but to make their real thinking visible?

That is why we built ProVia — the AI-powered skill-proof infrastructure that turns superficial course completion into verifiable mastery.

What it does

ProVia is a Socratic AI & Skill Intelligence Engine that shifts education from passive grading to active skill verification through 5 core components:

  1. Adaptive Diagnostic Engine: Assesses initial learner knowledge and builds an interactive Skill Graph showing exact mastered concepts, gaps, and prerequisites.
  2. Socratic AI Tutor (AI Fade Method): Never gives direct answers. It uses guided questioning to prompt critical thinking, gradually fading AI assistance as the student gains autonomy.
  3. Mastery Check & Evidence Engine: Requires students to explain concepts in their own words or solve novel problems independently. ProVia evaluates reasoning, depth, and originality to issue a Verifiable Skill Proof.
  4. Verifiable Skills Passport: A dynamic learner profile summarizing verified competencies backed by transparent reasoning traces—ready for schools, universities, and employers.
  5. Teacher Copilot Dashboard: Provides educators with real-time class intelligence, highlighting specific conceptual bottlenecks and flagging early learning dropout risks.

How we built it

ProVia was engineered using a modern, scalable, multi-agent AI architecture:

  • Frontend & UI/UX: Built with Next.js (React), TypeScript, and Tailwind CSS for an accessible, ultra-responsive experience across devices.
  • Backend & Database: Powered by Supabase (PostgreSQL) with pgvector to manage relational learner data, Skill Graphs, and vector embeddings.
  • AI Orchestration & LLMs: Integrated Google Gemini API with multi-agent system prompts:
    • Socratic Agent (guided learning without cheat solutions)
    • Mastery Evaluator Agent (reasoning & evidence verification)
    • Risk Detector Agent (learning trend analytics)
  • Deployment: Hosted on Vercel with continuous integration.

Challenges we ran into

  • Designing True Socratic AI: Tuning system prompts so the AI gently guides students without accidentally revealing answers or frustrating them required extensive prompt iteration.
  • Designing the Skill Graph Architecture: Mapping interdependent learning prerequisites into a clean, dynamic PostgreSQL structure while computing real-time mastery scores was technically demanding.
  • Contextual Equity & Accessibility: Ensuring the platform remains low-bandwidth friendly and intuitive for students in low-resource environments (like rural pilot areas in West Africa).

Accomplishments that we're proud of

  • Built a working multi-agent architecture that actively prevents AI cheating while boosting deep understanding.
  • Successfully created the Skills Passport, transforming qualitative learning data into clear, verifiable proof.
  • Designed a globally replicable framework (Core Engine + Country Curriculum Layer) tested against real educational metrics from Togo.

What we learned

  • AI should amplify human thinking, not replace it: True EdTech innovation in 2026 isn't about automated homework generation, but about making learning visible.
  • Pedagogy must drive technology: Combining cognitive psychology concepts (like Socratic dialogue and scaffolding) with generative AI produces dramatically higher engagement and recall.

What's next for ProVia

  • Togo Pilot Expansion: Deploying ProVia across a pilot cohort of 300 high school and university students in Lomé and regional centers.
  • Offline & Low-Tech Integration: Extending Socratic tutoring capabilities to WhatsApp, SMS, and voice-based interfaces for zero-internet regions.
  • Employer Verification API: Enabling local and global companies to directly verify candidate Skills Passports for internships and job placements.

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