Intelligence that remembers, adapts, and scales
Primoria delivers enterprise-grade AI infrastructure with persistent memory, intelligent routing, and multi-model orchestration. Built for real-world deployment from day one.
Core Capabilities
Production-ready features designed for enterprise adoption and real-world utility.
Memory-First Architecture
Unlike traditional AI that forgets between sessions, Primoria maintains persistent context across every interaction. Your AI remembers, learns, and evolves with you over time.
- Context persists across sessions
- No repetitive explanations
- Continuously improving intelligence
- Personalized to your workflow
Intelligent Routing
Dynamic classifier analyzes every query and routes to the optimal knowledge domain and model combination. Medical questions access HIPAA-compliant databases, code queries leverage specialized programming models.
- Domain-aware retrieval
- Specialized knowledge bases
- Task-optimized model selection
- Ultra-fast response times
Multi-Model Orchestration
Multiple AI models collaborate before generating responses. Reasoning, classification, summarization, and safety models work together to deliver comprehensive, accurate answers.
- Specialized experts per task
- Cross-validated reasoning
- Enhanced accuracy
- Production-grade reliability
Enterprise-Grade Security
Multi-tenant isolation, JWT authentication, and immutable audit trails ensure your data stays secure. Built for HIPAA, SOC 2, SOC 3, and ISO 27001 compliance from day one.
- Zero Trust architecture
- Row-level security (RLS)
- Complete data sovereignty
- Compliance-ready deployment
Adaptive Memory System
Optional persistent memory that learns your preferences, terminology, and context. Every interaction strengthens your AI's understanding of your unique needs and workflows.
- User-specific knowledge retention
- Continuously optimized responses
- Private and isolated storage
- Opt-in control
Optimized Performance
Persistent memory architecture eliminates redundant context reloading. Lower token consumption means faster responses and significantly reduced operational costs.
- Up to 70% token savings
- Sub-second response times
- Efficient GPU utilization
- Cost-effective scaling
Built for Production
Enterprise infrastructure with the reliability and transparency you need to deploy at scale.
The Conscience
Immutable audit logs in CockroachDB capture every interaction, model decision, and retrieval operation. Full traceability for compliance and accountability.
Zero-Downtime Model Switching
Hot-swappable model architecture allows instant updates and improvements without service interruption or data loss.
Real-World Applications
From solo founders to enterprise teams, Primoria adapts to your workflow.
Enterprise Teams
Sales rep asks: "I need help with Customer X"
Instant Context Retrieval
Contracts, emails, purchase history, support tickets, CRM data—all in seconds
Multi-Agent Collaboration
Summary, reasoning, and writing models work together before responding
Action Orchestration
"Should I update Salesforce? Draft an email? Schedule a follow-up?"
Individual Users
AI that learns your preferences and adapts to your workflow
Persistent Context
Pick up conversations where you left off—no repetition required
Adaptive Tone
Empathetic when needed, direct when efficient—adapts to your style
Privacy First
Your data stays isolated, encrypted, and under your control
Sovereign Enterprise Infrastructure
Unlike black-box APIs, Primoria gives you complete control. Deploy on your infrastructure, maintain data sovereignty, and audit every decision.
Model Agnostic
No vendor lock-in. Use Llama, Mistral, or proprietary models.
Zero Trust Architecture
Every request authenticated, every action audited, every layer isolated.
Full Observability
Complete visibility into model selection, retrieval paths, and execution flow.
100%
Data Sovereignty
SOC 2/3 + ISO 27001
Compliance Ready
Immutable Audit Logs
The Conscience
Ready to build with intelligence that evolves?
Join the waitlist for early access to Primoria. Launch day is Coming Soon.