Coordinated journeys
Communication, experience and offers connected to customer stage, context and value.
06 · Making commerce agent-ready
CRM, ecommerce and commercial transformation consulting.
We design journeys, data, platforms and operations for acquisition, relationships, retention, commerce, marketplaces and emerging revenue models.
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A modern CRM and commerce strategy connects identity, data, communication, experience, offer and operations. MAKINAI helps companies organize that architecture and implement journeys that learn from customer behavior, coordinate channels and prepare the business for agents and emerging buying interfaces.
CRM, ecommerce, media, customer service and loyalty often operate as separate systems. Customers experience one relationship. Without shared data, rules and accountability, companies repeat messages, lose context, subsidize the wrong behavior and create friction between discovery and purchase.
What changes
Value that shows up in operations.
Measurable relationships
Acquisition, activation, retention, frequency, value and churn managed as one system.
Commerce readiness
Channels, catalog, content, data and operations prepared for marketplaces, retail media and agents.
How we help
From decision to a working system.
CRM and lifecycle strategy
Segmentation, moments, journeys, rules, content, channels, metrics and operating model.
Customer data and personalization
Identity, events, profiles, consent, audiences, decisioning and activation.
Loyalty, retention and value
Value proposition, mechanics, benefits, communication, testing and program economics.
Ecommerce and marketplace strategy
Experience, assortment, content, operations, media, conversion and growth.
Retail media and monetization
Commercial proposition, inventory, data, measurement, incentives and governance.
Agentic commerce and new models
APIs, catalog, identity, payments, policies and operations for agent-mediated purchasing.
Where it applies
Problems this work is built to solve.
- Create or redesign CRM, lifecycle and personalization strategy.
- Improve activation, frequency, retention and value beyond paid acquisition.
- Integrate experience, content, media and ecommerce or marketplace operations.
- Prepare catalog, APIs and policies for agentic commerce and new revenue streams.
How we make
A short path to real evidence.
Read the relationship
Map customers, behavior, data, journey economics, channels and friction.
Define decisions
Choose segments, moments, offers, rules, metrics and capability priorities.
Build journeys
Design content, experience, data, automation, integrations and operations.
Operate and learn
Activate tests and routines that improve relevance, conversion, retention and value.
Frequently asked questions
Before we begin.
What is the difference between CRM and marketing automation?+
Automation is a tool. CRM is the relationship and decision system connecting data, segments, moments, content, channels, offers, service and metrics across the customer lifecycle.
Does MAKINAI implement CRM and ecommerce platforms?+
We can cover strategy, architecture, selection, data design, journeys, content, integration, implementation and operations. The right composition depends on the existing stack and internal capability.
What is agentic commerce?+
It is an environment where agents help people or businesses discover, compare and execute purchases. Participation requires catalog, availability, price, policies, identity, payment and fulfillment to be machine-readable and actionable.
How should CRM and lifecycle impact be measured?+
Beyond opens and clicks, we use activation, incremental conversion, frequency, retention, churn, value, margin and contact cost. Tests and control groups help separate correlation from impact.
What we make
Capabilities designed to connect.
MAKINAI · Making commerce agent-ready