AI research and applied intelligence. We build systems that understand human context — from emotion and language to memory and meaning.
What we do
We develop proprietary AI architectures for real-world applications. Our work spans conversational intelligence, memory systems, and emotion-aware computing.
01
Multi-persona dialogue systems with persistent memory, contextual tone adaptation, and persona-specific response generation across extended interactions.
02
Real-time affect detection and arousal-valence mapping. Dual-layer safety systems combining symbolic reasoning with neural analysis for crisis-aware applications.
03
Long-term AI memory with semantic recall, importance-weighted consolidation, temporal decay, and cross-session knowledge graphs. 7-section memory taxonomy.
04
Intelligent routing across specialized LLMs. Three-tier model strategy optimizing for latency, cost, and capability per task — from fast inference to deep reasoning.
05
High-dimensional embedding pipelines with pgvector. Semantic similarity matching for memory recall, content recommendation, and contextual retrieval at scale.
06
Content moderation, crisis detection, and response alignment for sensitive domains. Dual-language safety systems with context-aware confidence scoring.
Technology
We leverage the most advanced AI models and infrastructure available today, combining frontier research with production-grade engineering.
AI & Language Models
Infrastructure & Data
Client, Platform & DevOps
Products
Research means nothing without impact. We build products that put AI intelligence into the hands of real people.
AI mental wellness companion with four Stoic philosopher personas. Features persistent memory, emotion-aware dialogue, crisis detection, and a 48-lesson philosophy curriculum. Built with our proprietary memory architecture and multi-model orchestration system.
calmstoic.app