The Technology

Serious AI. Built for humans.

SwomiChat is not another chatbot. It’s a five-layer intelligence architecture designed to understand people — with privacy at the center, not bolted on after.

L1
Conversational AI Engine
Learns the shape of your thinking, your content style, and your creator voice through every interaction.
Context-AwareSession MemoryPersonality Model
L2
miniRAG — Personal Intelligence Layer
Per-user isolated retrieval. Your history and patterns, stored securely, embedded locally, queryable in real time. Zero cross-contamination between users.
pgvectorCosine SimilarityLocal Embeddings
L3
Behavioral Signal Engine
Learns the difference between browsing and intent, curious and ready — thousands of micro-signals processed continuously.
Wish DetectionIntent ClassificationEmotion Valence
L4
Privacy & Anonymization Pipeline
Every prompt anonymized before it touches an external service. PII stripped, mapped to session-scoped tokens, never persisted.
PII AnonymizationSession TokensAppend-Only Audit
L5
Creator Intelligence Graph
A live graph of your content’s value — audience, topics, conversion moments, worth. Updated continuously, owned entirely by you.
Graph DBValue RoutingReal-Time Updates
GDPR CompliantEU AI Act ReadyZero Data SoldSelf-HostedReal-Time Intelligence
AIx — Human Intelligence Layer

Beyond language.
Understanding people.

Most AI was built to answer questions. SwomiChat was built to understand people — what creators build, what audiences feel, and what turns interest into action.

Learns You — Not Just Language

Your cognitive style, content voice, and audience relationship. The AI adapts to you and grows with every conversation.

Knows When Someone Is Ready

Behavioral signals reveal intent before people act — the moment your audience shifts from interested to ready.

Everything It Learns Belongs to You

Every model built from your conversations lives in your personal intelligence graph. Yours to keep.

AIx
1000+Behavioral Signals
<1sIntelligence Latency
0Third Parties
100%Intelligence Yours

Privacy isn’t a feature.
It’s the architecture.

Self-hosted, self-sovereign, and compliant by design. Your intelligence never leaves your control.