AI Architecture & Engineering

We build
autonomous
AI systems

Production-grade AI infrastructure for agencies, enterprises and operators who need systems that work — not demos.

Start a project See our products
What we build
01

Business Automation

End-to-end AI workflow automation for growing companies. CRM pipelines, lead intelligence, autonomous follow-up systems that run without supervision. We map your existing processes and rebuild them as autonomous logic.

GPT-4o FastAPI n8n Make.com HubSpot GoHighLevel Google Sheets API SendGrid Twilio Webhook Automation OpenAI Structured Outputs Pydantic Python REST API
  • Lead reactivation and follow-up automation
  • CRM pipeline intelligence and scoring
  • AI-generated personalised outreach
  • Webhook and cron-based autonomous triggers
  • Google Sheets, HubSpot, GoHighLevel connectors
02

Enterprise Projects

Custom AI architecture for complex operational environments. We have delivered AI systems for logistics operators, facility management companies, municipal infrastructure and construction firms across Europe and Southeast Asia.

FastAPI Python 3.13 Custom LLM GPT-4o Autonomous Logic Workflow Orchestration Predictive Scheduling Quality Control AI REST API PostgreSQL Docker Logistics Automation Municipal Infrastructure Construction Tech
  • Custom AI architecture and system design
  • Autonomous operations and scheduling logic
  • Quality control and inspection automation
  • Multi-system integration and data pipelines
  • Predictive maintenance and anomaly detection
03

White Label SaaS

Production-ready AI engines sold as source code. Your team deploys, your brand ships, your clients pay. Full IP transfer with clean architecture, documentation and deployment guides. Currently available: AI Lead Reactivation Engine.

Full Source Code Whitelabel Rights IP Transfer Python FastAPI OpenAI GPT-4o n8n Blueprint SendGrid Google Sheets API Twilio SMS HubSpot Skeleton Swagger UI Pydantic Settings Deploy in 1 hour GitHub Delivery
  • Complete source code and architecture
  • n8n workflow blueprints included
  • Deployment documentation, 15-minute setup
  • Rebrand and resell rights available
  • GitHub access within 1 minute of payment
White label products

Ready to deploy. Yours to own.

Production-ready AI engines sold as full source code. Buy once, deploy everywhere, resell under your brand.

01

AI Lead Reactivation Engine

From €1,500

Autonomous backend that reads dead leads from your CRM, runs GPT-4o analysis, sends personalised reactivation emails and writes results back. Fully hands-free.

  • Reads inactive CRM contacts automatically
  • GPT-4o generates customer intent and next action
  • Personalised email delivered via SendGrid
  • CRM status updated automatically
  • n8n blueprint included, one-click import
Watch 60-second demo
Developer License
€1,500

Full source code, internal use. Deploy for all your clients.

Buy now
Master Whitelabel
€5,500

Full source code + resell rights. Rebrand and monetise.

Buy now
Exclusive Buyout
€15,000

Full IP transfer. Product removed from market permanently.

Buy now

GitHub access within 1 minute of payment.

02

AI Inquiry Response Engine

From €1,800

Autonomous WhatsApp AI sales assistant. Every incoming inquiry is analyzed by GPT-4o, answered instantly in any language, and logged as a CRM record. Zero manual work. 24/7 operation.

  • Receives incoming WhatsApp messages via Twilio
  • GPT-4o analyzes intent and scores lead quality
  • Personalized response sent back automatically
  • Works in any language — English, Thai, Arabic, Norwegian
  • Full CRM record written to Google Sheets
Watch 90-second demo
Developer License
€1,800

Full source code, internal use. Deploy for all your clients.

Buy now
Master Whitelabel
€5,500

Full source code + resell rights. Includes Messenger and LINE connectors.

Buy now
Exclusive Region Buyout
€12,000

Full exclusivity for your region or industry. No new licenses to competitors.

Buy now

GitHub access within 1 minute of payment.

03

AI Flywheel Engine

From €3,500

Full customer lifecycle engine. One system that captures inbound inquiries, follows up automatically, requests reviews at the right moment, routes unhappy customers privately, monitors your public reputation and sends a monthly report. Multilingual. Zero manual work.

  • Inbound WhatsApp captured and answered by GPT-4o in the customer's language
  • Automated follow-up sequences — Day 1, Day 3, Day 7
  • Post-service review request with sentiment routing
  • Negative reviews intercepted privately before they go public
  • Google and Facebook reputation monitoring with instant owner alerts
  • GPT-4o reply drafts for every public review
  • Monthly report — leads, conversion rate, review score trend
Developer License
€3,500

Full source code, internal use. Deploy for all your clients.

Buy now
Master Whitelabel
€9,500

Full source code + resell rights. Rebrand and deploy to your clients.

Buy now
Regional / Industry Exclusive
€25,000

Full exclusivity for your region and industry. No new licenses to competitors.

Buy now

GitHub access within 1 minute of payment.

Recent work
Logistics · Scandinavia

Autonomous Member Vetting Pipeline

AI-powered lead qualification and distribution system for a logistics network operator. Automated vetting of new member applications, intent scoring and routing to regional managers. Reduced manual review time by over 80%.

GPT-4o FastAPI CRM Automation
Facility Management · Norway

Operations Scheduling AI

Autonomous scheduling and quality control system for a facility management company. AI assigns field technicians based on location, availability and skillset, sends job briefs automatically and collects completion reports.

Scheduling Logic QC Automation n8n
Real Estate · Southeast Asia

24/7 AI Inquiry Response System

Fully autonomous inquiry handling for a luxury real estate operator. AI responds to every new lead within seconds, qualifies buyers, collects requirements and books viewings directly into the sales calendar.

Lead Qualification Multi-language CRM Integration
Work with us

Let's build something that runs itself.

Whether you need a custom AI system, a white-label product, or want to discuss a strategic automation project — reach out directly.

jan@aibusiness.studio
Jan Princlik
AI Architect & Engineer
Oslo · Bangkok
Available globally