--- title: Home url: https://revworx.ai/ date: 2026-10-25T22:08:54+00:00 modified: 2026-11-08T06:25:57+00:00 lang: en_US --- ![A man contemplating a precarious stack of folding chairs](https://revworx.ai/wp-content/uploads/2026/10/hero-complexity-scaled.png) Agentic GTM Architecture & Engineering # Your revenue engine is about to become something you can talk to. Most GTM stacks are a precarious pile of operator-oriented tools held together by people. We architect, build and operate cognitive revenue infrastructure: a system that holds your growth strategy in context, reaches every channel through one surface and brings you only the decisions that need a person. [Start a conversation](/contact/)[Explore the Architecture](/architecture/) 778,900 → 0 standing tool-definition tokens, measured on a production instance 25 / 7 MCP servers across seven functional clusters 1,184 agent-reachable tools on one governed website 01 —Ask, don't operate ## The constraint was never model capability. It was software that made people do the work, and integration wired by hand. Every tool in a GTM stack has a screen a person has to learn, an integration a person has to maintain and a data model a person has to reconcile. Effort scales with the number of seams rather than the volume of pipeline. The licenses are the visible cost. The seams are the larger one. PRINCIPLE Ask, don't operate Conversation directs the work. Screens keep seeing, approving and overriding. PRINCIPLE Load nothing until it is needed Capabilities are discovered on demand, so the hundredth costs no more to carry than the first. PRINCIPLE Own the record, rent the capability The master record lives outside every tool, so any tool can be replaced without a migration. PRINCIPLE Route every write by its risk Routine work through a broad bridge. Anything irreversible through a governed platform with rollback. 02 —Four planes, one protocol ## One picture holds the whole system. Four planes sit between you and the work. You speak to the top one; it reaches down through the other three. Cognition reasons. Tool is everything it can do. Execution is where it runs. Data is what it knows. YOU · ASK IN PLAIN LANGUAGE · APPROVE WHAT IS YOURS · OVERRIDE WHEN NEEDED COGNITION The system that reasons Understands what you asked, breaks it into steps, chooses the capability for each and brings you only the decisions that need a person. TOOL Everything it can do Every capability, from CRM to ad platforms to the website, reached through one protocol and discovered on demand, so adding more costs nothing until used. EXECUTION Where it runs Infrastructure you own and the agent can operate: it can set up, deploy, inspect and repair the services it depends on. DATA What it knows Your master records, owned outside every tool, plus the external sources it reads. Replacing a tool never means migrating the record. Figure 1. Four planes, read from the top down. You speak to the top; it reaches the rest. [The Composable Reference Architecture, First Edition →](/architecture/) Runs on ![Agent Zero](https://revworx.ai/wp-content/uploads/agent-zero.svg)![Anthropic](https://revworx.ai/wp-content/uploads/anthropic.svg)![Claude](https://revworx.ai/wp-content/uploads/claude-ai.svg)![OpenAI](https://revworx.ai/wp-content/uploads/openai.svg)![Google Gemini](https://revworx.ai/wp-content/uploads/google-gemini.png)![Grok](https://revworx.ai/wp-content/uploads/grok-xai.png)![Groq](https://revworx.ai/wp-content/uploads/groq.svg)![OpenRouter](https://revworx.ai/wp-content/uploads/openrouter.png)![Model Context Protocol](https://revworx.ai/wp-content/uploads/model-context-protocol.svg)![n8n](https://revworx.ai/wp-content/uploads/n8n.svg)![WordPress](https://revworx.ai/wp-content/uploads/wordpress.svg)![Docker](https://revworx.ai/wp-content/uploads/docker.svg)![Dokploy](https://revworx.ai/wp-content/uploads/dokploy.svg)![Cloudflare](https://revworx.ai/wp-content/uploads/cloudflare.svg)![Vultr](https://revworx.ai/wp-content/uploads/vultr.svg)![GitHub](https://revworx.ai/wp-content/uploads/github.png)![PostgreSQL](https://revworx.ai/wp-content/uploads/postgresql.svg)![Qdrant](https://revworx.ai/wp-content/uploads/qdrant.png)![Langfuse](https://revworx.ai/wp-content/uploads/langfuse.png)![Node.js](https://revworx.ai/wp-content/uploads/node-js.svg)![Python](https://revworx.ai/wp-content/uploads/python.png)![Agent Zero](https://revworx.ai/wp-content/uploads/agent-zero.svg)![Anthropic](https://revworx.ai/wp-content/uploads/anthropic.svg)![Claude](https://revworx.ai/wp-content/uploads/claude-ai.svg)![OpenAI](https://revworx.ai/wp-content/uploads/openai.svg)![Google Gemini](https://revworx.ai/wp-content/uploads/google-gemini.png)![Grok](https://revworx.ai/wp-content/uploads/grok-xai.png)![Groq](https://revworx.ai/wp-content/uploads/groq.svg)![OpenRouter](https://revworx.ai/wp-content/uploads/openrouter.png)![Model Context Protocol](https://revworx.ai/wp-content/uploads/model-context-protocol.svg)![n8n](https://revworx.ai/wp-content/uploads/n8n.svg)![WordPress](https://revworx.ai/wp-content/uploads/wordpress.svg)![Docker](https://revworx.ai/wp-content/uploads/docker.svg)![Dokploy](https://revworx.ai/wp-content/uploads/dokploy.svg)![Cloudflare](https://revworx.ai/wp-content/uploads/cloudflare.svg)![Vultr](https://revworx.ai/wp-content/uploads/vultr.svg)![GitHub](https://revworx.ai/wp-content/uploads/github.png)![PostgreSQL](https://revworx.ai/wp-content/uploads/postgresql.svg)![Qdrant](https://revworx.ai/wp-content/uploads/qdrant.png)![Langfuse](https://revworx.ai/wp-content/uploads/langfuse.png)![Node.js](https://revworx.ai/wp-content/uploads/node-js.svg)![Python](https://revworx.ai/wp-content/uploads/python.png) 03 —One architecture, five offerings ## Start where your stack is. Grow by asking. [01 MANAGED SERVICEAvailable todayAgentic GTM PlatformThe architecture built, deployed, configured and operated for one business, with your growth strategy encoded across the whole deployment.Starts with a conversation](/agentic-gtm-platform/)[02 ENGAGEMENTAvailable todayAgentic GTM AdvisoryScheduled sessions to explore cognitive revenue solutions for your business, with 50% of Advisory spend applicable to the purchase of revWorx products.$149 an hour](/agentic-gtm-advisory/)[03 SUBSCRIPTIONComing soonAgentic GTM EngineeringLearning Journeys that build one plane at a time, with the decisions, the code and the measurements shown.Join the waitlist](/agentic-gtm-engineering/)[04 SUBSCRIPTIONAvailable todayAgentic CRM PlatformThe all-in-one CRM you operate by asking: marketing, sales, support and success in one system of record, with a CRM Agent inside it and a bundled MCP server for the AI agents you already use. One price, unlimited users.$399 a month](/agentic-crm-platform/)[05 SUBSCRIPTIONAvailable todayMCPaaS (Complete CRM | GreenRope CRM)A managed MCP server for GreenRope CRM and Complete CRM users, so your agents reach your CRM through a verified, maintained surface.From $29 a month](/mcpaas/) 04 —Measured, not promised ## The reference deployment runs in production. 25 / 7 MCP servers across seven functional clusters \< $100 a month in core subscriptions, against more than $1,000 for comparable commercial SaaS 168.6% → 4.3% context occupancy, with all 2,190 tools still reachable 148 end-point operations live-verified against a real tenant Sources: CRA First Edition §4, §9, §14; MCPaaS engineering record. Figures current to the dates stated there. 05 —Insights ## Essays from the build, each citing its section. [Architecture§1Four planes, one protocolI01Read →](https://revworx.ai/insights/four-planes-one-protocol/)[Interface§2The end of software that makes you do the workI02Read →](https://revworx.ai/insights/the-end-of-software-that-makes-you-do-the-work/)[Integration§3Your GTM stack is automated. Your seams are manual.I03Read →](https://revworx.ai/insights/your-gtm-stack-is-automated-your-seams-are-manual/)[Tool§42,190 tools, zero standing costI04Read →](https://revworx.ai/insights/2190-tools-zero-standing-cost/)[Adoption§5Who is actually building on MCPI05Read →](https://revworx.ai/insights/who-is-actually-building-on-mcp/)[Retrieval§6We stopped embedding everythingI06Read →](https://revworx.ai/insights/we-stopped-embedding-everything/)[Architecture§7Four planes, four failure modesI07Read →](https://revworx.ai/insights/four-planes-four-failure-modes/)[Cognition§8Why your AI output sounds genericI08Read →](https://revworx.ai/insights/why-your-ai-output-sounds-generic/)[Tool§9Own the record, rent the capabilityI09Read →](https://revworx.ai/insights/own-the-record-rent-the-capability/)[Execution§10The system that extends itselfI10Read →](https://revworx.ai/insights/the-system-that-extends-itself/)[Data§11Define it once: ending analytics driftI11Read →](https://revworx.ai/insights/define-it-once-ending-analytics-drift/)[Cognition§12One conversation, every capabilityI12Read →](https://revworx.ai/insights/one-conversation-every-capability/)[Channels§13Channels outlive toolsI13Read →](https://revworx.ai/insights/channels-outlive-tools/)[Tool§14Give the agent the whole websiteI14Read →](https://revworx.ai/insights/give-the-agent-the-whole-website/)[Coverage§15Thirteen categories, seven platformsI15Read →](https://revworx.ai/insights/thirteen-categories-seven-platforms/) [All Insights →](/insights/) 06 —How to read ## Which of the four ways in fits you? - Revenue leaders What changes for your team in cost and coverage, and what you would be committing to. [Agentic GTM Platform →](/agentic-gtm-platform/) - RevOps and GTM Ops leads The Tool Plane, channel surfaces and Data Plane map directly onto the systems you run today. [MCPaaS →](/mcpaas/) - Technical evaluators The measurements and the failure analysis. Section 4 and Section 14, then every technical callout. [Architecture →](/architecture/) - Practitioners and students Read front to back, then build it one plane at a time. [Agentic GTM Engineering →](/agentic-gtm-engineering/) 07 COLOPHON Operated by the system it describes. This website is built and operated through the architecture it describes: a governed change platform for anything irreversible, a broad bridge for routine work, a ground-truth layer for diagnosis, and a design direction every page is checked against before it is published. The concierge in the corner is ‘Rex’, the site’s WEB Agent, serving one of its thirteen channel surfaces under guardrails, with escalation to a human. [How it is built →](/colophon/)