Playbook
The AI Operating System Playbook
Compose CRM + AI agents + automation into one vendor-neutral operating system
Part 1 Diagnose
Why your current stack is broken and how to know.
- How to audit your current AI + CRM + automation stack Coming soon
- The real cost of SaaS sprawl in 2026 Coming soon
- Build vs buy AI: a decision framework Coming soon
Part 2 Map workflows
Customer journey + workflow inventory — what to automate, what not.
- Customer journey mapping for AI ops Coming soon
- What to automate first (and what to leave alone) Coming soon
- Run a workflow inventory in one afternoon Coming soon
Part 3 Choose your stack
Build vs buy vs platform vs custom — vendor-neutral matrix.
- How to design a vendor-neutral AI stack Coming soon
- MCP and A2A: the standardized agent architecture Coming soon
- GoHighLevel vs HubSpot vs custom CRM in 2026 Coming soon
- n8n vs Make vs Zapier — when each wins Coming soon
Part 4 CRM as foundation
The data layer is the system of record.
- Why your CRM is the foundation, not the feature Coming soon
- The data model an AI-native CRM needs Coming soon
- GoHighLevel architecture done right Coming soon
Part 5 The AI roles
Which agents to deploy first, second, never.
- The 6 AI roles every operator should know Coming soon
- Build an AI receptionist that actually books meetings Coming soon
- Build an AI SDR without the $80k base salary Coming soon
- AI customer support that resolves 70% of tickets Coming soon
- An AI virtual assistant that runs your inbox + CRM Coming soon
- An AI cold caller that runs hundreds of conversations Coming soon
- An AI email assistant that triages your inbox Coming soon
Part 6 Automation plumbing
n8n, Make, Zapier — when each wins.
- When to self-host n8n (and when not to) Coming soon
- Production-grade error handling for automations Coming soon
- Observability for automation workflows Coming soon
Part 7 Migrate without downtime
Cutover playbook for moves between platforms.
- Make to n8n: zero-downtime cutover playbook Coming soon
- Zapier to n8n: scale past task-based pricing Coming soon
- CRM migration without losing data Coming soon
Part 8 Operate (day-2)
Monitoring, drift, escalation, human-in-loop.
- Monitoring AI agents in production Coming soon
- Handle agent drift before it costs you customers Coming soon
- Human-in-the-loop design patterns Coming soon
Part 9 Scale
Adding agents, internal tools, portals — when to build vs buy more.
- Internal tools vs more SaaS: when to build Coming soon
- Client portal architecture for AI-native ops Coming soon