Use Cases

AI that remembers your business

From personal assistants that grow smarter over time to enterprise systems that follow complex compliance rules, Yohanun powers AI applications that understand context and maintain institutional memory.

🤖 Personal AI

Memory-Powered Agents

Build AI agents that form lasting relationships with users. They remember preferences, learn from interactions, and build understanding over weeks and months of conversation.

Perfect for personal assistants, coaching apps, therapy bots, and any AI that needs to develop deep user understanding.

Remembers user preferences and history
Learns from long-term interaction patterns
Builds personalized mental models
See How Memory Works

Example Conversation

User (Week 1):
"I'm trying to build better morning habits"
AI Assistant:
"I'll help you track progress. What time do you typically wake up?"
...3 weeks later...
User (Week 4):
"How am I doing with my goals?"
AI Assistant:
"Great progress! You've moved your wake time from 8:30am to 7:15am consistently. Your energy levels seem highest on days you do 10 minutes of stretching first."
🏢 Enterprise AI

Enterprise Copilots

Deploy AI assistants that understand your company's specific context, follow compliance rules, and maintain detailed audit trails for enterprise security.

Built for customer service, internal knowledge bases, HR systems, and any enterprise workflow that requires consistent, auditable AI decisions.

Role-based permissions and data access
Complete audit trails for compliance
Company-specific knowledge and context
Enterprise Features

Enterprise Rules Example

# Customer service rules
if user.tier == "enterprise":
    escalate_to_human_after = 2_attempts
    access_billing_data = True
    
if issue.type == "billing":
    require_verification = True
    log_for_audit = True
    
if data.contains_pii:
    redact_in_logs = True
    require_manager_approval = True
🧠 Internal Tools

Semantic Assistants

Build AI tools that understand your team's unique workflows, remember project context across sessions, and adapt to your organization's evolving processes.

Perfect for project management, code review assistants, documentation generators, and internal knowledge systems.

Learns your team's specific workflows
Maintains project context over time
Adapts to changing processes
See Product Details

Context Over Time

Sprint Planning Assistant
Remembers:
• Team velocity patterns
• Previous blockers and solutions
• Individual developer strengths
• Project dependencies
Intelligent Suggestions
"Based on last sprint's database performance issues, I recommend including Sarah (DB expert) in the user authentication stories this sprint."

More applications for semantic AI

Any AI system that benefits from memory, rules, or context can be enhanced with Yohanun's semantic runtime.

🏥

Healthcare AI

Patient history recall, treatment protocol compliance, and clinical decision support with audit trails.

HIPAA compliance ready
💼

Financial Services

Risk assessment, regulatory compliance, and customer relationship management with full audit capabilities.

SOX & PCI DSS ready
🎓

Educational AI

Personalized tutoring that remembers learning patterns, adapts to student needs, and tracks long-term progress.

FERPA compliant
🛍️

E-commerce AI

Shopping assistants that learn preferences, remember purchase history, and provide personalized recommendations.

GDPR ready
📞

Customer Success

AI that remembers every customer interaction, follows escalation rules, and maintains context across channels.

Multi-channel memory
⚙️

DevOps AI

Incident response that remembers past issues, follows runbooks, and learns from resolution patterns.

Infrastructure memory

Ready to build your use case?

Start with our semantic runtime and build AI that truly understands your domain, remembers your context, and follows your rules.