Running in Production

From Pilot Purgatory
to Production.

Enterprise AI infrastructure that actually works. Sovereign governance, hardened security, and agent orchestration — deployed in weeks, not months.

0+
Attacks blocked
0s
E2E pipeline
0
Repos governed
3,849+Attacks Blocked·0Security Breaches·97sPipeline Runtime·28Repos Under Governance·50 in 4sQualified Leads·8 weeksPilot-to-Production·90% lessCost vs Big 4·99.9%AI Uptime·3,849+Attacks Blocked·0Security Breaches·97sPipeline Runtime·28Repos Under Governance·50 in 4sQualified Leads·8 weeksPilot-to-Production·90% lessCost vs Big 4·99.9%AI Uptime·

The Problem

80% of companies use AI.
Only 17% see results.

Deloitte calls it “Pilot Purgatory” — enterprises buy AI tools but can't operationalize them. They need someone who actually runs this in production.

80%
Use GenAI but are stuck in pilots and POCs that never reach production
75%
Lack AI governance — no framework for managing agents across repos and teams
92%
Need hybrid pricing — the market has shifted to base + usage models
$25B+
AI security market in 2025, growing 20–25% annually
$500/hr
AI consulting rates for senior architects in the US market
$100K+
Governance frameworks implementation costs at Big 4 firms

What changes with APEX OS

Without APEX OS
With APEX OS
Pilots running 6–18 months with no production date
Production-grade infrastructure in 8 weeks
No governance — agents do whatever they want
Sovereign AGENTS.md enforced across every repo
Agents forget everything between sessions
Persistent Head of Ops memory — context never lost
3,849 brute force attacks — no detection, no response
3,849 attacks blocked, 0 breaches, 9 IPs banned
Manual B2B prospecting — hours per lead
50 qualified leads with AI briefs in 4 seconds
$150K–$500K Big 4 consulting fees
$15K–$75K all-in, 90% less

The Platform

Everything you need.
Nothing you don't.

A complete AI infrastructure stack — from Azure VM to production agent. Built by practitioners, not consultants.

🧠

Head of Ops

Persistent agent state across sessions. Heartbeats, context handoff, and JSONL audit trail. Your agents survive reboots, crashes, and session timeouts.

In Production

What's included

  • 1Session start/end handoff protocol with full context snapshot
  • 25-minute heartbeat monitoring with auto-alert on missed beats
  • 3JSONL append-only audit trail — every action traceable
  • 4context.json + .agent_sync_state.json persistent memory
  • 5REST API with 8+ endpoints: /ops/session-start, /ops/context, /ops/heartbeat
  • 6Runs as a systemd service — survives reboots automatically

Proven Security

3,849+ attacks.
Zero breaches.

On day one, our production VM faced a real attack. Our security playbook stopped every single attempt and hardened the system in under 30 minutes.

apex-vm-harden.sh
0+
Brute force attempts blocked
0
Successful breaches
0
Security layers active
0 days
Auto-ban duration

Five layers of defence:
Azure NSG → UFW Firewall → fail2ban IPS → nginx TLS Proxy → App Token Auth

Proven Results

Real infrastructure.
Real results.

Every number below comes from our own production systems. No synthetic benchmarks, no lab conditions — real-world results from infrastructure we run daily.

Case Study 01

3,849+ Brute Force Attacks Blocked

VM Security Hardening

Within hours of deploying our Azure VM, automated botnets launched 3,849+ brute force SSH attacks from IPs across the globe. Our security playbook — fail2ban, UFW, SSH key-only auth, nginx TLS proxy — blocked every single attempt. Zero breaches. The auto-hardening script now provisions any new VM to the same security standard in under 5 minutes.

3,849+
Attacks blocked
0
Breaches
<5 min
Hardening time
9
IPs banned

Case Study 02

50 Qualified Leads in 4 Seconds

AI Lead Generation Pipeline

Our lead gen pipeline replaced a manual Playwright scraper with Google Places API, delivering 50 fully enriched leads in 4 seconds — each with website analysis, competitive scoring (0-100), and an AI-generated intelligence brief powered by multi-model AI (Claude, GPT-4.1, DeepSeek). The entire pipeline runs end-to-end: Scrape → Enrich → Score → Brief → PDF.

50
Leads in 4s
100%
Review data
97s
Full E2E pipeline
Multi-AI
Model routing

Case Study 03

Agents That Survive Across Sessions

Head of Ops — Session Persistence

The biggest challenge with AI agents is state loss between sessions. Our Head of Ops pattern solves this with persistent context, heartbeat monitoring, JSONL audit trails, and session handoff — so agents remember what they were doing, what they accomplished, and what needs to happen next. No other system does this.

100%
Context preserved
5 min
Heartbeat interval
JSONL
Audit trail
Session continuity

Case Study 04

Enterprise WhatsApp Without Per-Seat Fees

Self-Hosted WhatsApp Business Gateway

MultiWA — our self-hosted WhatsApp Business API gateway — delivers multi-account messaging, visual automation builder, AI knowledge base, broadcast campaigns, and real-time analytics. Connect via QR code, manage via admin dashboard, integrate via SDKs (TypeScript, Python, PHP). No Meta Cloud API fees, no per-seat pricing, full data sovereignty.

90%+
Read rates
3
SDKs (TS/Py/PHP)
$0
Per-seat fees
MIT
License

Verified in Production

Real numbers.
Real systems.

Every metric below comes from live infrastructure we operate daily. No benchmarks, no projections, no demos.

3,849+
Attacks Blocked

fail2ban + UFW + SSH hardening. Zero breaches since day one.

0
Security Breaches

Across all production systems. Not a single unauthorized access.

97s
Pipeline Runtime

Full E2E: Scrape → Enrich → Score → AI Brief. Start to finish.

50
Leads in 4 Seconds

Google Places API — 50 fully scored leads with AI briefs.

28
Repos Governed

AGENTS.md sovereign governance across the entire org.

8 wks
Pilot to Production

Average time from zero infrastructure to production deployment.

Last verified: February 2026 · All metrics from live production systems

Pricing

Transparent pricing.
Real infrastructure.

No hidden fees. No surprise bills. Every tier includes security hardening, governance framework, and ongoing support.

Tier 1
Foundation
$2,500/mo
$15,000 one-time setup

For startups and small B2B teams (1-10 people)

  • Azure VM provisioned and hardened
  • Full security stack (nginx, SSL, fail2ban, UFW)
  • Claude API configured and running
  • AGENTS.md governance template
  • 5 core skills installed and enforced
  • VM Security Blueprint documentation
  • 2 hours onboarding training
  • Monthly health check + security audit
Get Started
Most Popular
Tier 2
Professional
$5,000/mo
$35,000 one-time setup

For mid-market B2B ($1M-$20M revenue)

  • Everything in Foundation
  • Head of Ops agent orchestration
  • Session persistence + handoff
  • Lead gen pipeline for your vertical
  • WhatsApp Business API + AI chatbot
  • Full 45+ skill library configured
  • Sovereign governance (up to 5 repos)
  • 3 custom AI agents developed
  • 8 hours team training workshops
  • Weekly health checks + priority support
  • Quarterly governance audit
Get Started
Tier 3
Enterprise
$10K–20K/mo
$75,000 – $150,000 setup

For scaling B2B ($20M-$100M revenue)

  • Everything in Professional
  • Multi-VM architecture (dev/staging/prod)
  • Unlimited repos under governance
  • Custom AGENTS.md for your org
  • Multi-agent orchestration
  • Multi-channel outreach (WhatsApp + Email + SMS)
  • AI model routing (Claude, GPT-4.1, GPT-5.2, DeepSeek)
  • Dedicated Head of Ops instance
  • 24/7 monitoring + alerting
  • SLA: 4-hour response, 99.5% uptime
  • Monthly executive briefing
  • On-site training (2 days included)
Contact Sales

Proprietary Curriculum

The APEX OS
Acceleration Programme

8 modules. 8 weeks. From zero AI infrastructure to fully operational sovereign AI platform. Every module includes hands-on implementation — you build it as you learn it.

Module 1Week 1

Azure Infrastructure & Claude Setup

  • Azure VM provisioning (B2ms, Ubuntu 24.04 LTS)
  • SSH key authentication & initial access
  • Claude MAX / Claude API configuration
  • systemd service management (custom APIs)
  • nginx reverse proxy with SSL (Let's Encrypt)
  • Environment architecture: dev vs staging vs production
Module Outcome

A running Azure VM with Claude API accessible via HTTPS

🛡
Module 2Week 2

Security Hardening & Incident Response

  • The 5-layer security model (NSG → UFW → fail2ban → nginx → App)
  • Auto-hardening script (apex-vm-harden.sh) — deploy in <5 min
  • SSH hardening: key-only auth, no root, rate limiting
  • fail2ban configuration: custom jails, ban policies
  • UFW firewall: port management, rule sets
  • nginx security headers (HSTS, CSP, X-Frame-Options)
  • TLS 1.2+ enforcement, protocol stripping
  • Incident response playbook: detection → containment → eradication
  • Real case study: 3,849+ brute force attacks blocked
Module Outcome

Battle-tested security stack with documented incident response

🏛
Module 3Week 3

Sovereign AI Governance (AGENTS.md)

  • The governance problem: why agents drift without rules
  • AGENTS.md specification: single source of truth
  • Pointer files vs canonical documents
  • Multi-repo governance: 1 AGENTS.md across N repos
  • Tiered skills system: CRITICAL / FULL / UPPER / BASE
  • Skills enforcement and audit methodology
  • Governance audit across your organization
  • Compliance tracking and drift detection
Module Outcome

AGENTS.md deployed across all repos with enforcement rules

Module 4Week 4

Skills System & Agent Productivity

  • The 45+ skill library: architecture and taxonomy
  • Risk-based planning: SAFE / MID / RISKY modes
  • Skill recommendation engine (75% accuracy rule)
  • Installing skills in Claude Code / Cursor / Cline
  • Creating custom skills for your domain
  • Skills.sh integration and auto-update workflows
  • Meta process skills: brainstorming, planning, verification
  • Domain skills: React, Supabase, Docker, security
Module Outcome

Full skills system installed, custom skills created for your vertical

🧠
Module 5Week 5

Head of Ops — Persistent Agent State

  • The session persistence problem: why agents forget
  • Head of Ops architecture: context.json, sync-state, heartbeats
  • Session start/end protocol with context handoff
  • Heartbeat monitoring (5-minute intervals)
  • JSONL audit trail: append-only session log
  • API endpoints: /ops/context, /ops/sync-state, /ops/session-log
  • Multi-agent coordination: file locks, blockers, phases
  • Building your own Head of Ops instance
Module Outcome

Production Head of Ops running on your VM with full session persistence

📊
Module 6Week 6

AI Lead Generation Pipeline

  • Pipeline architecture: Scrape → Enrich → Score → Brief → Outreach
  • Google Places API integration (vs Playwright scraping)
  • Lead enrichment: website analysis, social profiles
  • Scoring algorithm: 0-100 qualification score
  • AI brief generation with multi-model routing (Azure OpenAI + Claude)
  • PDF export: branded intelligence briefs
  • Vertical customization: adapting for any industry
  • Lead Gen HTTP API with SSE streaming
  • Supabase storage integration
Module Outcome

Custom lead gen pipeline running for your vertical, producing AI briefs

📱
Module 7Week 7

WhatsApp Business Automation

  • MultiWA architecture: NestJS API + Next.js Admin + BullMQ Worker
  • WhatsApp engine adapters: Baileys vs whatsapp-web.js
  • QR code authentication and session management
  • Unified messaging API: text, media, documents, contacts, locations
  • Visual automation flow builder (drag & drop)
  • AI knowledge base: document ingestion + RAG replies
  • Broadcast campaigns with template management
  • Webhook integration for real-time events
  • SDKs: TypeScript, Python, PHP
  • Admin dashboard: live chat, analytics, audit trail
Module Outcome

Self-hosted WhatsApp gateway with AI chatbot and automation flows

🎓
Module 8Week 8

Go-Live, Audit & Certification

  • Full security audit: penetration testing checklist
  • Governance audit: AGENTS.md compliance across all repos
  • Performance review: load testing, optimization
  • Monitoring setup: health checks, uptime tracking
  • Documentation: internal runbooks, team handoff docs
  • Client presentation: demo preparation, case study creation
  • Ongoing operations: maintenance schedules, update protocols
  • Certification of completion + APEX OS practitioner badge
Module Outcome

Production-ready infrastructure with audit certification

Upon Completion

What every graduate walks away with

This isn't a course where you watch videos and take notes. You build real infrastructure on a real VM that you keep forever. Every deliverable is production-ready and battle-tested.

  • Production Azure VM with full security stack
  • Sovereign AGENTS.md governance across all repos
  • 45+ skills installed and configured
  • Head of Ops with persistent agent state
  • Custom AI lead gen pipeline for your vertical
  • Self-hosted WhatsApp Business gateway
  • Security audit report + incident response playbook
  • APEX OS Practitioner certification
8
Weeks
16
Live Sessions
60+
Topics Covered
$25K
Per Company

Market Validation

70% less than Big 4.
10x more delivered.

Our pricing is validated against current US market rates. You get more infrastructure, more governance, and more automation — at a fraction of the cost.

🏛

AI Governance Framework

Market rate: $30K–$100K+ standalone
Included in every tier
🛡

Security Hardening Audit

Market rate: $10K–$25K per audit
Included in every tier
📱

WhatsApp AI Automation

Market rate: $5K–$30K dev + $40–$695/mo SaaS
Included from Tier 2 — no per-seat fees
📊

AI Infrastructure Setup

Market rate: $150K–$500K+ at enterprise consultancies
$15K–$150K — working infrastructure, not slide decks
🎓

AI Training Programme

Market rate: $20K–$250K per programme
$25K per company — includes full deployment

Monthly AI Ops Retainer

Market rate: $5K–$25K/mo for advisory only
$2.5K–$20K/mo — includes infrastructure + support

Why APEX OS

We ship infrastructure.
They ship slide decks.

Deloitte / Accenture

What They Sell

Strategy decks, 6-month engagements

Why APEX OS Wins

We ship working infrastructure in weeks

LangChain / CrewAI

What They Sell

Open-source frameworks

Why APEX OS Wins

We deliver the full stack: infra + governance + security

GoHighLevel

What They Sell

White-label CRM with AI bolted on

Why APEX OS Wins

AI-native with sovereign governance

Freelance Consultants

What They Sell

Hourly advice, no product

Why APEX OS Wins

Productized system with 45+ skills and blueprints

ChatGPT / Claude Direct

What They Sell

Raw AI access, no ops layer

Why APEX OS Wins

We solve the last mile to production

Ready to leave
Pilot Purgatory?

Everyone's talking about AI agents.
We're the ones actually running them in production.

Schedule a Demo

Or Send Us a Message

Or email us directly at apex@infoacademy.uk