An organized study of Integrated Conversational Marketing
Articles curated by pillar — from the 8Cs and Conversation Cycles to metrics, infrastructure and data sovereignty. Use the filters below to browse by topic.
Recent articles
Marketing Mix Modeling (MMM): The Method That Became Indispensable Again in 2026—and How to Apply It to Conversational Marketing
Why the 1960s technique became the measurement story of 2026—and how to combine it with MCI and HTM.
Predictive Marketing: How to Forecast How Many Sales Next Month Will Bring (Before Investing the First Dollar)
From reporting to oracle: how data, AI, and conversation anticipate revenue—featuring a live MCI tool for you to operate.
CQL and RevOps: The Conversation Qualified Lead Guide in Revenue Operations
How Conversation Qualified Lead replaces MQL/SQL and becomes the new handoff between Marketing, Vendas, and CS within RevOps.
MCI Órbita: The New Way to Track Opportunities (And Why the CRM Became Too Small)
From static funnel to living orbit: how MCI organizes what needs you now, what's in flow, and what hasn't heated up yet.
What Is Conversational Marketing: A Complete Guide for Businesses
Understand what conversational marketing is, why it outperforms traditional marketing, and how to apply it to generate real sales—not just leads.
Marketing Conversacional in Agribusiness: How MCI Solves Operational Amnesia in the Rural Sales Cycle
How to apply the MCI methodology to connect RTVs, WhatsApp, CRM, and the producer journey—without losing context between harvests.
Turista Archetype: high volume, low intent — and the mistake of wasting salesperson time on them
Those who arrive out of curiosity, not pain. Nurture lightly, filter intelligently, and protect sales capacity.
Use cases by sector: where the cycle breaks and how MCI protects the margin
There is no 'MCI for Education' or 'MCI for Retail'. There is MCI applied to the specific decision physics of each sector.
Data Sovereignty and the Invisible Company
Those who don't control their own context don't control their own margin. Why customer memory is the valuation asset of the post-CRM era.
Conversational Infrastructure: The Three Planes Behind Memory
The engineering that transforms MCI from a method into a system: Data, Decision, and Action, oriented by events, not batches.
Autonomous Agents and the Operational Semaphore: Delegated Autonomy with Governance
A chatbot talks; an agent executes. How to give AI autonomy without creating legal, commercial, or reputational risk.
Curadoria de IA: When Humans and Agents Decide Together
The interface between IA and human that preserves memory instead of destroying it — three decisions, one KPI, and a compound learning effect.