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[OR] [GI] [E3] [CBS] [2] [MD] Map Dependency

Written by Moh Heng Goh | Oct 21, 2025 5:44:24 AM

CBS-2 Delivery / Logistics / Parcel Services (GrabExpress, last-mile delivery)

Introduction

In the fast-paced logistics environment of Grab Indonesia, operational resilience is underpinned by the ability to understand and manage the complex dependencies that support its CBS-2 Delivery / Logistics / Parcel Services (GrabExpress).

This critical business service encompasses the full delivery lifecycle—from booking and pickup to last-mile drop-off and reverse logistics.

Each stage relies on an interconnected web of people, processes, technologies, and third-party partners that collectively ensure the seamless flow of parcels across Indonesia’s vast geographic landscape.

The purpose of this chapter is to present a comprehensive dependency mapping for GrabExpress, detailing how each Sub-Critical Business Service (Sub-CBS) within CBS-2 interacts with its supporting components.

This mapping exercise identifies not only the operational building blocks required to deliver the service but also highlights the interdependencies that could become potential points of failure during a disruption.

By visualising these linkages, Grab Indonesia can better design resilience measures, improve continuity planning, and enhance its response and recovery capabilities across the logistics value chain.

Each sub-critical business service (Sub-CBS) under this CBS is supported by multiple dependencies that ensure seamless parcel delivery, customer satisfaction, and regulatory compliance. The following table provides a detailed mapping of these dependencies.

Table: Dependency Mapping for CBS-2 Delivery / Logistics / Parcel Services (GrabExpress)

 

Sub-CBS Code

Sub-Critical Business Service

Dependency Type

Dependency Detail (What/Who is Involved)

Connectivity (How It Connects/Interacts)

CBS-2.1

Order / Booking & Quotation

People

Customer service agents, operations support staff

Manage customer queries and booking escalations through the Grab app and call centre

 

 

Process

Order intake, validation, and pricing algorithm

Automated workflow triggered by customer order submission

 

 

Technology

GrabExpress app, API integration, backend servers

Integrates booking, pricing, and driver availability in real time

 

 

Third Party

Cloud infrastructure (AWS), telco providers

Ensures app uptime and data transfer between customers and drivers

CBS-2.2

Pickup & Collection

People

Drivers/riders, operations coordinators

Coordinate pickup requests and manage high-volume dispatch

 

 

Process

Pickup scheduling, verification, and route allocation

Automated assignment through Grab’s logistics management system

 

 

Technology

GPS tracking, driver app interface

Enables route optimisation and proof of pickup

 

 

Third Party

Vendor partners for on-demand fleet

Supplement capacity during peak demand

CBS-2.3

Routing & Transit (Last-Mile / Inter/First Mile)

People

Fleet management team, dispatchers

Oversee transit routing efficiency and exception handling

 

 

Process

Route optimisation, package handover, tracking update

Streamlined routing algorithms in Grab’s delivery network

 

 

Technology

Navigation system, route optimisation engine

Connects real-time traffic data and driver routes

 

 

Third Party

Mapping and traffic data providers (e.g., Google Maps)

Supplies location intelligence for routing decisions

CBS-2.4

Delivery / Drop-Off

People

Drivers, delivery supervisors

Manage last-mile handover and confirmation

 

 

Process

Proof of delivery (POD) capture, customer notification

Real-time confirmation via app and SMS alerts

 

 

Technology

Mobile signature system, customer notification service

Updates the status and notifies both the sender and the receiver

 

 

Third Party

Courier partners for remote areas

Extends service reach beyond primary cities

CBS-2.5

Returns / Reverse Logistics

People

Customer support staff, warehouse handlers

Manage pickup for return items and verification

 

 

Process

Return request validation, re-routing

Workflow triggered by customer return submission

 

 

Technology

Return module within app, data analytics

Links with the core delivery system to create reverse routes

 

 

Third Party

E-commerce platforms (e.g., Tokopedia, Shopee)

Integrates return processes for partner merchants

CBS-2.6

Customer Support / Exceptions Handling

People

Call centre agents, escalation managers

Handle inquiries, complaints, and exceptions

 

 

Process

Ticketing, escalation protocol

Connects the customer service dashboard to the operations backend

 

 

Technology

CRM system, chatbot, knowledge base

Provides real-time support and information access

 

 

Third Party

Outsourced support vendors

Offer after-hours customer response coverage

CBS-2.7

Fleet / Partner Management

People

Partner relations team, recruitment specialists

Manage onboarding, training, and driver engagement

 

 

Process

Partner vetting, performance monitoring

Integrated with HR and compliance systems

 

 

Technology

Partner management portal, e-learning systems

Tracks performance and compliance certification

 

 

Third Party

Insurance providers, training vendors

Support partner welfare and skill development

CBS-2.8

Pricing, Billing & Payments

People

Finance team, fraud detection specialists

Oversee transactions, refunds, and fraud alerts

 

 

Process

Payment validation, billing reconciliation

Linked with backend financial and customer systems

 

 

Technology

Payment gateway, encryption, and accounting system

Handles secure payment processing

 

 

Third Party

Banks, payment processors (e.g., OVO, GoPay)

Facilitate multi-platform financial transactions

CBS-2.9

Tracking, Visibility & Information Systems

People

IT engineers, data analysts

Maintain data accuracy and uptime

 

 

Process

Data synchronisation, tracking refresh

Integrates IoT and cloud data sources

 

 

Technology

Tracking API, database servers, and dashboards

Provide visibility to customers and operations

 

 

Third Party

Data hosting and cybersecurity partners

Ensure availability, security, and system redundancy

CBS-2.10

Regulatory, Safety, and Compliance

People

Legal, compliance, and audit teams

Ensure regulatory compliance and driver safety

 

 

Process

Incident reporting, compliance checks

Integrated with quality assurance and risk systems

 

 

Technology

Compliance monitoring software

Tracks adherence to government and transport laws

 

 

Third Party

Government agencies, transport regulators

Verify documentation and operational licenses

CBS-2.11

Continuous Improvement & Innovation

People

Product managers, R&D engineers

Drive service innovation and performance metrics

 

 

Process

Feedback collection, service optimisation

Connects customer experience data with the innovation cycle

 

 

Technology

Analytics platforms, AI modelling tools

Support predictive maintenance and service enhancement

 

 

Third Party

Research partners, tech startups

Co-develop innovation pilots and product improvements

Summing Up …

Mapping Dependencies for CBS-2 Delivery / Logistics / Parcel Services

The dependency mapping for Grab Indonesia’s CBS-2 Delivery / Logistics / Parcel Services (GrabExpress) illustrates the intricate web of interlinked resources that sustain its operational resilience.

The effectiveness of GrabExpress hinges on well-coordinated people, robust processes, reliable technologies, and strategic third-party collaborations.

These dependencies enable the company to maintain real-time visibility, ensure customer satisfaction, and rapidly recover from disruptions.

By clearly identifying and understanding these dependencies, Grab Indonesia strengthens its capacity to anticipate vulnerabilities, mitigate operational risks, and sustain service continuity across its dynamic logistics network.

 

Operational Resilience in Action: A Case Study of Grab Indonesia

eBook 3: Starting Your Operational Resilience Implementation
CBS-2 Delivery / Logistics / Parcel Services (GrabExpress, last-mile delivery)
CBS-2  CBS-2 DP CBS-2 MD CBS-2 MPR CBS-2 ITo CBS-2 SuPS CBS-2 ST

 

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