KM
Khaled Mahmoud Commercial Excellence & Sales Tech
Book Consultation
15+ Years FMCG Enterprise Experience

Transforming Sales Operations into High-Margin Growth Engines

Bridging boardroom commercial strategy with ground-level field execution. Specialized in Route-to-Market (RtM) redesign, enterprise SFA governance (SalesBuzz), ERP integrations (D365 F&O), and autonomous AI-driven KPI monitoring for large-scale distribution operations.

Verified Track Record Enterprise Scope
85%+

SFA Field Compliance (Up from <40%)

500+

Active Field Force Users Supported

-40%

Manual Reporting Overhead with AI

18-22%

Drop in Unproductive Field Calls

Primary Ecosystems: D365 F&O • SalesBuzz • Power BI • n8n

Consulting & Advisory

High-Impact Commercial Solutions

Actionable consulting packages designed for FMCG manufacturers, wholesalers, and multi-channel distributors.

01

SFA Turnaround & Field Governance

Audit and optimize handheld sales platforms (SalesBuzz). Redesign coaching routines, automate supervisor accountability, and eliminate wasted field visits.

02

Executive BI & Commercial Data Warehousing

Architect multi-layer Power BI ecosystems with advanced DAX modeling. Bridge ERP transactional records with field telemetry for instant P&L and sales visibility.

03

Agentic AI & Workflow Automation

Deploy n8n multi-agent architectures that continuously monitor field KPIs, trigger threshold anomaly alerts, and eliminate manual reporting workflows.

04

Route-to-Market & Geospatial Mapping

Optimize delivery routes and territory allocation using GIS tools (ArcGIS Pro) to eliminate territory overlaps, expand white-spot coverage, and cut fuel overhead.

05

ERP-SFA Bidirectional Integrations

Lead architectural synchronization between Microsoft Dynamics 365 F&O, legacy ERPs (iSCALA), and handheld field software via custom REST APIs.

06

Crisis & Change Management (MBA)

Structured digital transition management, vendor SLA negotiation, and organizational upskilling frameworks to ensure technology stickiness across teams.

// NEXT HORIZON INITIATIVE

Omnichannel Growth Lab: Unifying Traditional RtM with Digital Performance

Bridging physical Route-to-Market ecosystems with digital customer acquisition architectures—integrating full-funnel paid media (Meta/Google), Server-Side CAPI tracking, and unit economics dashboards into enterprise sales strategy.

Status: Active R&D & Applied Frameworks