Swissi
UniAI
Multi-agent AI platform for higher education — regulatory-compliant by design
UniAI transforms how universities operate by embedding AI agents across all institutional functions—from student support to faculty assistance to administrative automation—while ensuring full regulatory compliance with GDPR, EU AI Act, and Bologna Process standards.
"The system is not designed for full autonomous substitution. UniAI functions as a structural support architecture—enhancing procedural reliability and institutional integrity while preserving the human-institutional interface."
Fragmented AI in higher education
Current institutional systems lack a coherent foundation for AI-supported processes and do not enable verifiable, cross-institutional certification. Digital infrastructure has developed incrementally through proprietary software—isolated, unauditable, and legally fragile.
- Disconnected AI tools: chatbots, grading, plagiarism detection—none integrated with core institutional logic
- No verifiable credential infrastructure for cross-border academic recognition
- EU AI Act classifies educational AI as high-risk—requiring transparency, human oversight, and data governance
- Institutional data silos prevent regulatory traceability and long-term verifiability
Two core innovations
Every credential, grade, and academic record is cryptographically secured on a distributed ledger—tamper-proof, instantly verifiable, and recognised across borders.
- Blockchain-anchored diplomas and transcripts
- Real-time verification for employers and institutions
- Eliminates credential fraud and manual verification
- Student-owned portable academic identity
Purpose-built AI agents that support—not replace—administrators and professors. Embedded into daily workflows, not bolted on as afterthoughts.
- Administrative AI: enrollment, scheduling, reporting
- Academic AI: grading assistance, content validation
- Human-in-the-loop for all consequential decisions
- Reduces workload while preserving academic authority
DAG-Verified Academic Credentials
Our research establishes the foundation for immutable academic certification using DAG (Directed Acyclic Graph) technology. We combine cryptographic verification with AI-powered administrative systems to create tamper-proof credentials with built-in ESG compliance tracking.
Through collaboration with universities and regulatory bodies, we ensure compliance with Bologna Process standards, GDPR requirements, and ESG reporting frameworks while enabling seamless cross-border credential verification.
Swissi Authors: Prof. Dr. Walter Kurz, Michel Marla, Wojtek Stricker
Massive addressable market
Global EdTech market for AI-powered learning platforms and institutional software
Higher education segment in Europe, MENA, and Asia-Pacific with Bologna Process alignment
Serviceable obtainable market through consortium partnerships and white-label licensing
Momentum building
Multi-agent architecture with administrative, academic, student, and audit agents
Distributed verification service for procedural operations and credential attestations
Preliminary talks with European university networks for pilot deployment
GDPR, EU AI Act, and Bologna Process compliance built into system design
AI-Native University Administration
Our multi-agent AI architecture is designed specifically for higher education workflows. Administrative, academic, student, and audit agents work together to automate routine tasks while preserving institutional authority.
The research demonstrates how AI can reduce administrative workload by up to 60% while improving accuracy and compliance across enrollment, scheduling, and reporting functions.
Multiple revenue streams
Diversified income through SaaS licensing, transaction fees, and consortium partnerships—designed for recurring revenue and institutional lock-in.
Projected outcomes
Based on conservative market penetration assumptions and comparable EdTech valuations in the institutional software space.
Four specialized AI agent classes
High reliability, deterministic outputs, controlled access to sensitive data
- Enrollment processing
- Timetable coordination
- Financial disbursement
- Regulatory reporting
Advisory inference, human-validated outputs, disciplinary standards compliance
- Curriculum management
- Assessment generation
- Grading support
- Content validation
Privacy-first, explainable outputs, no irreversible actions without confirmation
- Course planning
- Workload estimation
- Credit tracking
- Administrative navigation
Read-only access, evidentiary admissibility, traceable decision chains
- Compliance verification
- Anomaly detection
- Credential validation
- Regulatory proof
Federated by design
UniAI operates across a federated consortium of accredited institutions. Each university deploys a white-labelled instance adapted to local policies while remaining structurally aligned with the audited system core.
This governance model prevents vendor dependency, maintains operational neutrality, and ensures cross-jurisdictional interoperability for credential recognition.
Worldwide research consortia
We are actively building research consortia with higher educational institutions across the globe—creating a network for collaborative AI research, shared infrastructure, and cross-border academic validation.
Partnerships with EU institutions for GDPR and AI Act compliance research, Bologna Process alignment, and credential interoperability.
Collaboration with universities in the Middle East and Gulf region for localised deployment and Arabic-language AI education.
Research partnerships focused on large-scale deployment, multilingual AI systems, and cross-cultural educational frameworks.
Distributed Verification Service
A two-layer verification infrastructure ensuring tamper-proof credentials, tokenised academic credits, and audit-ready institutional operations.
Primary ledger for regulated institutional outputs with financial or legal consequences.
- Institutional stablecoin transfers
- ECTS token issuance
- Notarised credential registration
- Cross-institutional settlements
High-throughput, non-incentivised environment for institutional workflows—cost-free for core academic functions.
- Credential attestations
- Course structure updates
- System-generated audit logs
- Merkle root anchoring to Layer 1
Regulatory compliance as competitive advantage
Purpose limitation, data minimisation, and transparency embedded in system architecture
Human oversight, algorithmic transparency, and risk classification built into agent design
Cross-jurisdictional credit recognition and qualification framework compatibility
Augmentation, not replacement
UniAI preserves institutional roles in administration, teaching, and auditing. The argument extends beyond governance—educational systems contribute as stable, regionally embedded employers.
Student agents provide personalised support while maintaining privacy-first design: explainable outputs, reversible actions, and authenticated confirmation for any consequential decisions.
Tokenised infrastructure
Single, jurisdiction-approved digital asset for internal disbursements, tuition payments, and inter-institutional settlements.
Verifiable academic credits aligned with EQF and Bologna Process. Cryptographically immutable, traceable, and recognised across jurisdictions.
Capital allocation
- Multi-agent architecture
- UniDVS Layer 2
- Institutional APIs
- Compliance modules
- Layer 1 deployment
- Token infrastructure
- Stablecoin integration
- Audit interfaces
- Partner onboarding
- White-label instances
- Cross-border pilots
- Regulatory approval
- Legal & compliance
- Team expansion
- Security audits
- Working capital
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