DEMO / CONCEPT
AI Customer Support
Retrieves approved answers, cites sources, and escalates when confidence drops.
AI × WEB × AUTOMATION
AI-Powered Websites & Intelligent Systems
I build modern websites, AI assistants, automation tools, and intelligent business systems.
- Modern technologies
- AI integration
- Business automation
Services
Web, AI, and automation — one stack.
Open a service page for architecture, use cases, and related DEMO / CONCEPT work.
01
Web Development
High-performance websites, landing pages and web applications.
02
AI Assistants
Intelligent assistants, customer support, knowledge search and lead qualification.
03
AI Automation
Automate repetitive tasks and connect business systems.
04
Knowledge Systems
AI-powered search and work with documents and internal knowledge.
05
AI E-commerce
Shopping assistants, catalog search, and storefront AI concepts.
06
AI Agents
Tool-using workflows with APIs, logs, and human approval.
07
AI Content Automation
Pipelines from authorized sources to reviewable drafts.
24/7
AI solutions
Faster
Processes
Smarter
Business
Ready
For the future
AI Demos
Concept products you can try.
Frontend demonstrations labeled DEMO / CONCEPT — not commercial client work.
DEMO / CONCEPT
AI Lead Qualification
Classifies incoming requests and prepares a structured brief for a human closer.
DEMO / CONCEPT
Smart Document Search
Short answers with links back to the original passage — retrieval, not invention.
DEMO / CONCEPT
AI Shopping Assistant
Helps a shopper match constraints to a labeled demo catalog.
DEMO / CONCEPT
AI Content Pipeline
Collects authorized sources into drafts waiting for human review.
Projects
DEMO / CONCEPT work only.
Architecture studies. Not commercial case studies and not client results.
DEMO / CONCEPT
AI Customer Support
Internal-style retrieval helper with source citations and a human-escalation path.
Python · FastAPI · PostgreSQL · pgvector · OpenAI
DEMO / CONCEPT
AI Lead Qualification
Service-site intake that classifies a request and drafts a structured manager brief.
Next.js · API · AI
DEMO / CONCEPT
Smart Document Search
Search across instructions with a short answer and a link to the original file.
Embeddings · Vector search · AI
DEMO / CONCEPT
AI Shopping Assistant
Conversational product discovery on DEMO DATA — not a live store.
Catalog API · Filters · AI
DEMO / CONCEPT
AI Content Pipeline
Authorized sources → draft → review queue. Counts are DEMO DATA.
Python · RSS · n8n · WordPress · LLMs
Process
From signal to ship.
01
DISCOVER
Define the goal, users, constraints, and what a useful first version actually is.
02
DESIGN
Shape the interface, data path, and AI boundaries before writing production logic.
03
BUILD
Connect frontend, backend, retrieval, and automation with room to iterate.
04
DEPLOY
Test, ship, measure, and refine — without overbuilding the first release.
AIKIT SOLUTIONS
Let's build something intelligent.
Have a website, automation or AI idea? Let's turn it into a working product.
Start a Project →