Build an AI Operations Platform for Your Hosting Business
Stop answering the same support tickets at 2AM. AIOP combines Claude AI, n8n, PostgreSQL, and HashiCorp Vault into a self-hosted, governed AI-NOC that diagnoses, auto-remediates, and escalates — with full audit logging.
What Is AIOP?
A complete, self-hosted AI Operations Platform that gives hosting providers, MSPs and data centres an AI-assisted Network Operations Centre — governed, audited and human-in-the-loop at every critical step.
Claude AI Reasoning
Claude (claude-sonnet-4-6) analyses logs, diagnoses incidents and recommends actions — grounded in your teams real runbooks via pgvector RAG. 94% average diagnostic confidence with zero hallucination.
n8n Workflow Automation
Self-hosted workflow engine wires every alert, agent action, Slack command and approval gate together. Your infrastructure data never leaves your servers.
Governed & Audited
Three-tier action model: L1 read-only, L2 auto-remediation, L3 requires human approval. Every action logged permanently in PostgreSQL with REVOKE DELETE enforcement.
Fleet-Wide Monitoring
Prometheus + Grafana + Loki across your entire server fleet. Deploy node_exporter to 1,000+ servers with a single bash script in under 10 minutes.
Hosting API Integration
Native integrations with cPanel/WHM, WHMCS, Proxmox, DirectAdmin and PagerDuty via HashiCorp Vault-managed credentials — never plaintext.
Slack ChatOps
Type /aiop status and get an AI-generated fleet report in 5 seconds. Six slash commands. Six specialist AI agents. Full human-in-the-loop for critical actions.
The L1 / L2 / L3 Governance Model
AI-assisted means AI helps. You stay in control. Every action is typed, logged and bounded by code — not just a prompt.
Diagnose & Inspect
Safe read operations. AI runs these autonomously 24/7 with zero risk to infrastructure.
- Check Apache / MySQL / Exim status
- Tail and search error logs
- Check SSL certificate expiry
- Query Prometheus metrics
- List DNS records and verify propagation
- Search OpenSearch log history
Auto-Remediate
Reversible, routine operations. AI executes automatically — hardened, audited and logged.
- Restart Apache / Nginx / PHP-FPM
- Restart MySQL / Exim / Dovecot
- Force logrotate on full partitions
- Renew SSL certificates via AutoSSL
- Clear OPcache and session files
- Block attacking IPs via CSF/UFW
Critical Actions
Irreversible or high-impact operations. AI proposes, engineer approves via Slack before anything runs.
- Suspend or terminate hosting account
- Delete or rebuild virtual machine
- Terminate billing plan in WHMCS
- Wipe or reformat server disk
- Mass account operations
- Production config modifications
Free Premium Resources — 25 Episodes
Every episode is free to watch. Every command shown live on screen. Every config documented. Follow from a blank Ubuntu server to a production AI Operations Platform.
Onsite Support Packages
All episodes, documentation and code are completely free. If you want Bismarck's team to handle implementation, monitoring and ongoing support — choose a monthly package.
Perfect for small hosting providers and startups getting started with AI-powered operations automation.
- Up to 50 managed servers
- All 6 AI specialist agents
- Slack ChatOps integration
- L1 & L2 auto-remediation
- Prometheus fleet monitoring
- Basic RAG knowledge base (10 runbooks)
- +3 more features
Designed for growing hosting companies and MSPs managing multiple client environments.
- 51–100 managed servers
- All 6 AI specialist agents + Billing Agent
- Slack ChatOps + PagerDuty integration
- Full L1, L2 & L3 governance
- Prometheus federation (multi-DC)
- Full RAG knowledge base (25 runbooks)
- +4 more features
For established hosting providers and data centres requiring enterprise-grade AI operations.
- 101–1,000 managed servers
- All agents including multi-agent orchestration
- Slack + PagerDuty + custom webhooks
- Full governance + immutable audit log
- n8n cluster mode + Prometheus federation
- Unlimited RAG knowledge base
- +6 more features
Enterprise solution for large data centres and hyperscale hosting operations requiring maximum automation.
- 1,000+ managed servers (unlimited)
- Full multi-agent orchestration
- Custom AI agent development
- Multi-DC Prometheus federation
- n8n cluster (auto-scaling workers)
- PostgreSQL HA with read replicas
- +8 more features
The Technology Stack
10 production-grade open-source tools. Each chosen for a specific, non-overlapping purpose. All self-hosted — your data never leaves your servers.
Proven ROI for Hosting Providers
The AIOP platform delivers measurable, auditable business outcomes from day one. Every metric is tracked automatically through Prometheus and PostgreSQL.
"The hosting companies that build AI-native operations in 2025 and 2026 will compete on a fundamentally different cost structure than those who have not started by 2028. AIOP is not a demo project — it is a production-grade platform you can deploy on your own infrastructure today, following this series step by step. And all of it is free."
Frequently Asked Questions
AIOP is a self-hosted system combining Claude AI, n8n, PostgreSQL with pgvector, Redis, OpenSearch, Prometheus, Grafana, HashiCorp Vault, and Slack to give hosting providers an AI-assisted NOC. It diagnoses incidents, auto-remediates L1 and L2 issues, and requires human approval for L3 critical actions — with a permanent audit trail.
Level 1 covers routine read-only diagnostics — checking status, reviewing logs. Level 2 handles safe, reversible operational changes — restarting services, rotating logs. Level 3 covers critical, potentially irreversible actions — account suspension, VM deletion — that always require explicit human approval in AIOP.
Yes. All 25 episodes are free. Every command is shown live on screen with copy-paste commands in the free Task List PDF. The series covers everything from a blank Ubuntu server to a production-hardened AI Operations Platform.
AIOP natively integrates with cPanel/WHM, DirectAdmin, Proxmox (VM management), and WHMCS (billing). The modular Tool Executor architecture makes it straightforward to add additional integrations.
Standard ($500/mo, 1–50 servers), Business ($1,150/mo, 51–100 servers), Premium ($2,500/mo, 101–1,000 servers), Data Center ($10,000/mo, 1,000+ servers). All packages include the AIOP platform plus Bismarck's team handling implementation, monitoring, and ongoing support.
Absolutely. The Standard Package at $500/month covers 1–50 servers. The single-node deployment is perfect for providers at this scale, and the ROI on even 50 servers through reduced L1 support tickets is immediate.
Ready to Build Your AI Operations Platform?
Watch all 25 episodes free, download all documentation free, then choose a support package when you're ready for hands-on help from Bismarck's team.
🌐 www.aiop.co.ke · ✉ build@aiop.co.ke · 📲 @mrbismarck88