MCI
MCI Blog

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

Article cover for "8Cs Framework: The Eight Dimensions of Conversational Maturity" — 8Cs Framework category on Marcus Barboza's blog about Marketing Conversacional Integrado (MCI).
Framework 8Cs

8Cs Framework: The Eight Dimensions of Conversational Maturity

How to measure, diagnose, and evolve the conversational operation across eight auditable axes

May 23, 2026
Article cover "Channel is not conversation: the error of omnichannel without continuity" — category The Conversation as a Value Unit on Marcus Barboza's blog about Marketing Conversacional Integrado (MCI).
A Conversa como Unidade de Valor

Channel is Not Conversation: The Error of "Omnichannel" Without Continuity

Why being on every channel doesn't solve Amnésia Operacional — and might even make it worse

May 22, 2026
Cover of the article "Lead vs Conversation: Why the Conversation is the New Unit of Value" — Conversation as a Unit of Value category on Marcus Barboza's blog about Marketing Conversacional Integrado (MCI).
A Conversa como Unidade de ValorUpdated on

Lead vs Conversation: Why the Conversation is the New Unit of Value

The lead identifies and attributes, but does not govern the decision. The shift in unit that separates MCI from the traditional CRM model.

May 21, 2026
Cover of the article \"Overlay Operacional: shared memory without restructuring the organizational chart\" — Amnésia Operacional category on Marcus Barboza's blog about Marketing Conversacional Integrado (MCI).
Amnésia OperacionalUpdated on

Operational Overlay: Shared Memory Without Restructuring the Organizational Chart

The MCI approach to solving Amnésia Operacional without organizational disruption

May 20, 2026
Article cover "Context Gap, Memory Gap and Decision Gap: the 3 gaps draining margin" — Amnésia Operacional category on Marcus Barboza's blog about Marketing Conversacional Integrado (MCI).
Amnésia OperacionalUpdated on

Context Gap, Memory Gap, and Decision Gap: the 3 gaps draining margin

How to diagnose and measure each of the three manifestations of Amnésia Operacional

May 19, 2026
Article cover "What is Operational Amnesia and why it silently devours margin" — Operational Amnesia category on Marcus Barboza's blog about Marketing Conversacional Integrado (MCI).
Amnésia OperacionalUpdated on

What is Operational Amnesia and Why It Silently Devours Margin

The systemic loss of context between interactions, channels, and departments—and the invisible tax it charges on growth.

May 18, 2026
Cover of the article "What is Marketing Conversacional Integrado (MCI): the framework that replaces the funnel" — category The Conversation as a Unit of Value on Marcus Barboza's blog about Marketing Conversacional Integrado (MCI).
A Conversa como Unidade de ValorUpdated on

What is Marketing Conversacional Integrado (MCI)

The methodology that replaces the lead with conversation as the unit of value — and governs growth as a system, not a campaign.

May 17, 2026