Increase in sales volume
AI Operations Case Study · B2B Wholesale Distribution
How AMS Pilot helped a large B2B distributor build scalable operations and increase sales by 20%.
A wholesale distributor of supplements, cosmetics, toys, spices, and household products transformed operations by implementing ERP systems, restructuring sales processes, and creating management frameworks that reduced bottlenecks and enabled growth.
+20%Sales Volume
Company Profile
B2B Wholesale Distributor
Multi-category distribution business selling supplements, cosmetics, toys, spices, and household products.
Before
Owner-dependent operations
AMS Pilot
Operating System
Operating System
After
Scalable management structure
ERP Implementation
Sales Departments
CRM Pipeline
KPI Reporting
P&L Visibility
Motivation Systems
Dedicated sales departments established
Regional managers hired
ERP system successfully implemented
Employee motivation systems introduced
Sales reporting and KPI framework standardized
The challenge
A growing business was becoming too dependent on the owner.
The company had reached a stage where growth was creating operational complexity. The owner was heavily involved in daily decisions, which limited scalability and slowed execution.
Growth problems were becoming operational problems.
No centralized financial managementNo sales planning systemNo lead management process in CRMNo KPI framework for sales teamsNo standardized sales reportingUnclear organizational structure and hierarchyManual operational processesMultiple unsuccessful ERP implementation attempts
Audit & Assessment
AMS Pilot conducted a full operational audit.
We identified bottlenecks across leadership dependency, operational visibility, sales management, fragmented processes, and technology infrastructure.
Leadership Dependency
The owner was involved in daily decisions that could be delegated.
Operational Visibility
Financial and department performance were not measured consistently.
Sales Inefficiencies
Sales lacked forecasting, KPIs, reporting, and structured processes.
Process Fragmentation
Departments operated without unified systems and clear accountability.
Technology Gaps
The company lacked a properly implemented ERP environment for growth.
Solution
Building the company's operational infrastructure.
AMS Pilot designed and implemented a business transformation initiative focused on organizational structure, process management, financial visibility, and ERP implementation.
Sales Department Transformation
- Established two dedicated sales departments
- Hired and onboarded a sales analyst
- Added three regional sales managers
- Implemented structured sales processes
ERP Implementation
- Built the implementation roadmap
- Managed vendor evaluation and partner selection
- Controlled milestones and delivery
- Implemented the ERP platform after several failed attempts
Financial Management Framework
- Collected and organized company expenses
- Built Profit & Loss reporting
- Developed financial models
- Created financial visibility and management processes
Sales Management System
- Implemented sales planning
- Introduced KPI systems
- Created daily sales reporting dashboards
- Built CRM funnel and lead tracking
Organizational Development
- Created clear hierarchy
- Defined responsibilities and accountability
- Implemented corporate management processes
- Developed company culture frameworks
Product Management Optimization
- Implemented product categorization
- Developed pricing management systems
- Organized product structures and inventory processes
Implementation
Operational transformation across the entire organization.
Business audit and process mapping
Organizational restructuring and department development
ERP implementation and systems integration
Sales management process implementation
Financial management and reporting systems
Performance management and KPI implementation
Process optimization and operational scaling
Results
Sales growth after operational transformation.
Monthly sales volume increased after the business moved from owner-dependent operations to structured management, ERP, CRM, and KPI reporting.
Annual Sales Performance
Units Sold by Month
2021202220232024
Jan
Feb
Mar
Apr
May
Jun
Jul
Aug
Sep
Oct
Nov
Dec
Before vs After
From operational complexity to scalable growth.
Before
Owner heavily involved in daily operations
No ERP system
No financial visibility
No CRM funnel or lead management
No KPI-driven sales management
Fragmented manual operations
After
Delegated management structure
Centralized ERP platform implemented
P&L reporting and financial models established
CRM sales pipeline and lead tracking built
Daily reporting and KPI dashboards introduced
Scalable, process-driven organization
Business Impact
The company became easier to manage, measure, and scale.
Sales Growth
Sales increased by 20% after the operational transformation initiative.
Leadership Efficiency
The owner reduced involvement in day-to-day operations and gained stronger strategic visibility.
Improved Decision-Making
Management gained reporting, financial visibility, and performance metrics for scaling.
Operational Scalability
The company established systems and processes capable of supporting growth across products, teams, and regions.
Book a Discovery Call
Build a business that scales beyond its founder.
AMS Pilot helps businesses design operational frameworks, implement systems, and build scalable processes that improve efficiency, increase visibility, and drive sustainable growth.
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