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CRM & AI Automation2024–2025

Mundus Agri CRM & AI

CRM architecture, AI-assisted workflow automation, and full sales infrastructure for an international B2B agricultural trading platform operating across multiple markets.

12+
Automated Workflows
5+
AI-Assisted Processes
60%
Admin Workload Reduced
B2B
International Markets
01 /

Project Overview

Client
Mundus Agri
Industry
Agricultural Trading / B2B Platform
Project Type
CRM Systems, AI Automation & Sales Infrastructure
Timeline
2024–2025
Outcome
CRM PipelinesAutomated Email WorkflowsAI OperationsSales ScriptingLead Management
02 /

Understanding the Challenge

Mundus Agri operates an international B2B agricultural trading platform connecting buyers, suppliers, and brokers across multiple markets. Despite strong commercial momentum, the business lacked structured CRM systems, scalable communication processes, and systematic sales infrastructure, every interaction was handled manually, creating operational bottlenecks at scale.

The brief was to build the operational backbone: CRM pipelines from inquiry to onboarding, automated communication workflows for international leads, AI-integrated processes to reduce manual workload, and a repeatable sales infrastructure capable of supporting the platform's growth ambitions.

What We Aimed to Achieve

  • Design and build CRM pipelines for buyers, suppliers, brokers, and membership leads with clear qualification stages

  • Create automated email workflows for onboarding, outreach, follow-up sequences, and broker communication

  • Integrate AI tools into daily sales and operational workflows to reduce manual effort and improve response quality

  • Develop sales scripts and communication frameworks for international B2B client interactions in English and German

  • Build scalable systems for handling large volumes of international trade inquiries and membership applications

  • Standardize operational procedures across customer support, lead management, and sales activities

03 /

How We Built It

  1. 01

    CRM Architecture

    Designed pipeline structures for all lead types, buyers, suppliers, brokers, and membership prospects, with qualification stages, tracking workflows, and follow-up logic.

  2. 02

    Email Automation

    Built 12+ reusable email templates and automated workflows covering outreach, onboarding, follow-up sequences, broker introductions, and multilingual customer support.

  3. 03

    AI Integration

    Integrated AI tools into sales support, email generation, customer communication, and process documentation. Applied prompt engineering for repeatable AI-driven workflows.

  4. 04

    Sales Infrastructure

    Developed structured sales processes for premium membership acquisition. Built scripts, qualification frameworks, and conversion workflows from first contact to onboarded client.

  5. 05

    Ops & Scaling

    Streamlined internal processes to reduce administrative friction. Standardized procedures across customer support and sales for international B2B volumes.

04 /

Measurement Infrastructure

CRM Pipeline, Lead-to-Member Journey
Structured conversion stages across all international lead types
Inbound Inquiries, Buyers / Suppliers / BrokersAll leads
100%
Qualified & Segmented in CRM72% qualified
72%
Active Sales Process & Follow-up38% in pipeline
38%
Membership Onboarded18% converted
18%
Automation Coverage by Workflow
Percentage of process steps automated across each workflow type
Email Onboarding Sequences100%
Membership Application Processing95%
Lead Follow-up Automation93%
Sales Outreach Templates88%
AI-Assisted Email Generation85%
Broker Communication Flows82%
Support Response Workflows78%
Process Documentation (AI)70%
System Distribution
Scope across key operational system areas
4PLATFORMS
CRM Workflows35%
AI Automation28%
Email Systems22%
Sales Infrastructure15%
Automation Impact
Operational metrics before and after systems implementation
Before, Manual Operations
Automation Coverage
12%
Communication Consistency
35%
After, Automated Systems
Automation Coverage
87%
Communication Consistency
92%
05 /

Outcome

The project delivered a complete operational infrastructure for Mundus Agri's international sales and CRM function. Automated communication workflows eliminated a significant volume of repetitive manual tasks, while structured CRM pipelines gave the team clear visibility over leads at every stage, from first inquiry through to membership onboarding.

AI integration into daily workflows reduced administrative overhead and improved the consistency and speed of customer communications across English and German markets. The sales infrastructure built for membership acquisition created a repeatable, scalable process where none previously existed.

Need Systems
That Scale?

CRM architecture, AI automation, and sales infrastructure, built to handle international B2B growth.

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