FRACTIONALCRPO

FRACTIONAL CRPO × AI COMMERCE

PRODUCT. REVENUE. ONE ARCHITECTURE.

Connect strategic marketing, product work and engineering. Design the revenue system: data, vendors, funnels, CRM and AI infrastructure working toward one goal.

ENGAGEMENT FORMATS GET IN TOUCH

FRAGMENTATION SYNDROME

When tools and teams work, but the system does not.

THE PROBLEM

The gaps between separate teams and tools

Ads count clicks. Sales live in their own CRM. Integrations move data, without explaining where customers are lost or what drives revenue. A shared model is needed, not another report.

Design the revenue loop: shared events, transparent analytics, vendor roles, omnichannel workflows and AI tools. Agree success criteria and accountability before implementation.

Search Paradigm Shift

AI assistants introduce new discovery and selection journeys. This is an additional channel requiring accessible product facts, reputation and structured data.

My Approach

A fractional CRPO connects product and revenue for a share of time. Design the system, set priorities and hand the operating loop over to the team.

ARCHITECTURE OF DOMINANCE

Strategy and implementation: four connected layers.

Strategic RevOps & Vendor Governance

Translate vendor work (SMM, PPC, SEO) into CAC, LTV and customer journeys. Review strategies, data sources, accountability and budget controls.

Unit-Economics Vendor Control

Data Truth & Omnichannel

Connect analytics, CRM and ERP. n8n and Python workflows route enquiries, retain context and support timely follow-up.

n8n / Python Omnichannel

GEO & Global ORM

Work with reliable product facts, structured data and reputation processes. AI recommendations and search rankings are not guaranteed.

Generative SEO Automated ORM

Enterprise AI & Agentic Commerce

Design RAG and MCP tools for knowledge, catalogues and schedules. Booking and other consequential actions require explicit permissions and confirmation.

RAG / LLM Zero-Touch Booking

ENGAGEMENT FORMATS

Choose the depth of engagement: strategic oversight, a fractional role or a technical partnership.

Growth Advisor & Control Tower

Strategic priorities, OKRs, vendor and budget governance. Establish a shared view and a manageable process.

ADVISORY Strategic loop

Fractional CRPO

Product and revenue as one system: funnels, CRM, analytics and priorities. Agree participation and accountability for the project.

FRACTIONAL Operating loop

Enterprise AI Partner

RAG, MCP and agent infrastructure. Design data access, integrations, observability and controls for consequential actions.

AI PARTNER Engineering loop

PROJECT INTEGRATIONS

Setup Sprints — Foundational services executed as powerful one-off projects

Deep Revenue & Marketing Audit

Audit infrastructure, analytics events, ad flows, CRM and reputation processes. Deliver a gap map, priorities and an implementation plan.

AUDIT · Gap map

MarTech & Omnichannel Setup

Connect analytics, CRM and communication channels. A shared data model, enquiry routing and process observability.

SETUP · Connected system

Agentic Commerce Deploy

Knowledge base, RAG search and MCP tools. Prototype an agent workflow with source checks, access boundaries and action confirmation.

BUILD · Working prototype

TRANSFORMATION ROADMAP

A sequence of work, not a fixed-time performance promise.

Fix the Basics & Data Truth

Audit events, spend and funnels. Agree business KPIs, sources of truth and vendor accountability. Establish a reliable picture first.

Funnel Architecture

Design customer journeys and sales SLAs. Connect channels, enquiry qualification and re-engagement workflows.

Scaling & GEO Optimization

Develop tested workflows and data quality. Structure product information for search and AI assistants.

Autonomous AI & Agentic Commerce

Introduce RAG and MCP tools where there is a clear use case. Verify permissions, confirmations, observability and handover.

START A DIALOGUE

Let's discuss your business architecture

@fireflyflame

Email

hello@moonsugar.space

Time to think big. Time to act decisively.

DISCUSS A PROJECT ↗

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