Make money installing on-prem AI systems that businesses own.
You’re not learning prompts. You’re learning how to ship private chatbots, RAG search, agents and automations that live on your client’s hardware — and charge $500–$10,000 per install.
AI Installer Pipeline
• 1-Click Chatbot (installed)
• Open WebUI + models
• Local RAG index
• n8n automations
Typical deal
You’re not learning prompts. You’re learning infrastructure.
Everything inside the system is built around shipping AI that runs on your client’s machines — chatbots, RAG, agents and automations — using open-source and your proprietary installers.
1-Click Private Chatbots
Deploy hardened, on-prem chatbots with your own installer. Upload docs, add instructions, set access control in minutes.
Open WebUI Mastery
Ship Docker + compose stacks with LLaMA, Mistral, Qwen and more. Fine-tune with LoRA and serve models locally.
Offline RAG Systems
Build enterprise-grade RAG using Qdrant, Chroma, Milvus or your own Vektaris deployment. Zero cloud lock-in.
No-Code Automations
Self-host n8n and automate email, invoicing, CRM, reporting, and lead routing for clients.
Local AI Agents
Deploy CrewAI, AutoGen or LangGraph agents on-prem for operations, support, content and scheduling.
The AI Systems Installer roadmap
Each module stacks on the last: from fundamentals, to tools, to agents — then into client acquisition and licensing your toolkit.
Foundations
On-prem AI fundamentals: CPUs vs GPUs, containers, open-source stacks, security and packaging your services.
1-Click Chatbot Deployment
Install, harden and sell private chatbots with your proprietary installer. Brand, integrate RAG and upsell support.
Open WebUI
Docker deployment, model selection, fine-tuning and building workflows companies actually use.
Local RAG Systems
Vector DBs, embeddings, chunking, indexing and compliance-friendly offline knowledge bases.
No-Code Automation
Self-hosted n8n with 10 ready-to-sell workflows for SMBs who want automation without cloud risk.
Agents & Copilots
Local agents for ops, support, content and scheduling. Framework-agnostic, client-ready patterns.
Selling the Service
Positioning, outreach, price anchoring, retainers and how to get to 10+ paying clients.
White-Label Toolkit
Resell your tools: installers, templates, RAG toolkit, vector infra and deployment scripts.
From community to full agency buildout
Start light with the community, go all-in with the full AI Systems Installer, or have your agency built with you — including mobile edge AI app kits.
Hive AI Community
$49/mo
Get plugged into the AI installer ecosystem.
- Weekly templates & tool drops
- Private Discord / Telegram access
- Open-source stack update briefs
AI Installer Bootcamp
Live January 2026$297
A fast ramp from zero to your first install.
- Step-by-step bootcamp curriculum
- Scripts for your first paying client
- Lifetime access to recordings
AI Systems Installer
Live January 2026$1,497
The full system: tools, training, sales and support.
- 8 deep-dive modules
- Weekly live calls & Q&A
- 1-click tools & templates
- Client onboarding & SOP packs
- White-label rights to core assets
- React Native / Expo starter kit for local edge LLM chatbots
Agency Builder
Live January 2026$5,000
Done-with-you buildout for serious operators.
- Offer, niche & positioning design
- Hands-on client acquisition support
- Stack design & deployment review
- Target: 5+ recurring clients locked in
- Custom React Native / Expo deployment kit for client-facing edge AI apps
Built by someone who actually ships on-prem AI
You’re learning from an engineer who’s been doing this for two decades — not a prompt-influencer.
Sam Paniagua is a Senior AI Engineer with 20 years in software and nearly a decade in AI. He has built offline knowledge bases, identity and fraud systems, decentralized vector DBs like Vektaris, and autonomous agents for startups and enterprise teams.
The AI Independence System is the blueprint Sam wishes he had when he started turning deep AI infrastructure skills into repeatable client income.
Sam Paniagua
Senior AI Engineer • Hive Forensics • Vektaris