AI Demonstrations

Exploring the boundaries of artificial intelligence.

Our AI demonstrations showcase practical applications of conversational AI, knowledge systems, and machine learning.

Dialogue Systems

Socrates

A conversational AI designed to facilitate personal introspection. Rather than providing answers, Socrates asks questions — guiding users through structured self-reflection using the Socratic method.

Purpose: Demonstrate contextual dialogue design and ethical AI interaction patterns.
Java Spring Boot LLM Integration Dialogue Management
Try Socrates
Technical Knowledge

Duke

A Q&A chatbot specialized in Java development and its ecosystem. Duke provides accurate, contextual answers about the Java language, frameworks, and best practices — drawing on curated technical knowledge.

Purpose: Explore domain-specific AI assistants with verifiable, bounded knowledge.
Java Spring Boot RAG Architecture Knowledge Base
Try Duke
Entertainment

Stumpkin

A whimsical AI riddle master who challenges users with puzzles on any topic. Stumpkin combines personality-driven interaction with adaptive difficulty, making learning playful and engaging.

Purpose: Explore character-driven AI interactions and gamified engagement patterns.
Java Spring Boot Ollama WebSocket
Try Stumpkin

Why we build.

These demonstrations aren't side projects — they're deliberate explorations of techniques and architectures that inform our client work. By building production-quality systems ourselves, we stay current with the realities of modern software development.

More importantly, they demonstrate that our recommendations come from practitioners, not theorists. When we advise on AI integration, API design, or system architecture, we speak from direct experience.

Trust · Integrity · Respect