Logistics · Consulting, Technology
Complaint management with SLA escalation that lifted on time resolution to 91%
A logistics company handled customer complaints about delays, damage and short deliveries by phone and email with no tracking or escalation path. A complaint intake and routing workflow with SLA timers, time based escalation, status updates and CRM integration raised resolutions within SLA from 58% to 91% and improved first response time by 45%.
45%Faster first response to complaints58% to 91%Complaints resolved within SLA- Client
- A road freight and part load logistics company with branches across western and northern India
- Region
- India
- Sponsor
- Head of customer service and the COO
- Duration
- 11 weeks to go live, then four weeks of tuning SLA rules with branch managers

Engagement model
O2E: Output Oriented Engagement
We agreed a fixed set of outputs with the COO: intake channels, routing rules, the SLA and escalation matrix, CRM sync and a service dashboard, accepted one by one against real complaints.
How O2E worksThe team
- Customer service process consultant1
- Workflow engineer2
- Integration engineer1
- QA engineer (shared)1
The challenge
Where things stood
- Complaints arrived by phone, email and WhatsApp to whichever branch or salesperson the customer knew, and many were never logged.
- There was no definition of how fast a delay, damage or short delivery complaint should be answered, so response times varied widely between branches.
- When a branch could not resolve a complaint, there was no route to the regional manager or head office, and customers escalated by calling senior management.
- The CRM held customer and contract data, but complaint history was in personal inboxes, so account managers walked into renewals without knowing what had gone wrong.
The approach
How we ran it
Weeks 1 to 3
Complaint categories and SLA matrix
Reviewed three months of complaints with the service team and branch managers, grouped them into categories such as transit delay, damage, shortage, POD missing and billing, and agreed response and resolution times for each by customer tier.
Weeks 3 to 7
Intake and routing
Built a single intake for a web form, a shared email address and WhatsApp, which creates a complaint against the LR number and routes it to the branch that booked or delivered the consignment.
Weeks 6 to 10
Escalation and CRM integration
Added SLA timers with time based escalation from branch to regional manager to head office, automatic status updates to the customer, and two way sync with the Zoho CRM account record.
Weeks 10 to 15
Go live and tuning
Launched with all branches on the same day and reviewed breaches each week with the head of customer service, adjusting SLA times where they were unrealistic so breaches stayed manageable.
What it looks like
Representative screens
Drawn to show the kind of system we delivered. Client screens and data stay private.
Complaints board, Ahmedabad region
New2
- CMP-25-4412 · Transit delay, LR 7720419 · Customer C-218 · 1h 20m to first response
- CMP-25-4415 · POD missing, LR 7718862 · Customer C-224
In progress2
- CMP-25-4391 · Damage, 6 cartons, LR 7709934 · Customer C-231 · Owner: Jignesh Shah
- CMP-25-4398 · Shortage, 2 bags, LR 7712058 · Customer C-236 · Owner: Sunita Verma
Escalated1
- CMP-25-4370 · Transit delay 3 days, LR 7701147 · Customer C-242 · Regional manager, SLA breached by 5h
Resolved2
- CMP-25-4366 · Billing error, ₹4,720 credit note issued · Customer C-249
- CMP-25-4359 · POD shared, LR 7698420 · Customer C-255
Customer service, last 30 days
Complaints received
1,284
Resolved within SLA
91%
Median first response
2h 10m
Open escalations
14
- Transit delay82
- Damage41
- Shortage33
- POD missing57
- Billing24
What we delivered
Modules and features
- Complaint intake from web form, email and WhatsApp, linked to the LR number
- Routing rules by branch, complaint category and customer tier
- SLA timers with automatic escalation to regional managers and head office
- Customer status updates by email and WhatsApp at each stage
- Two way sync of complaints with account records in Zoho CRM
- Case history with every note, call and attachment, ready for audit
- Service dashboard of open complaints, breaches and resolution time by branch
What changed
Outcomes
- 45%Faster first response to complaints
- 58% to 91%Complaints resolved within SLA
- Clear ownership of every complaint and audit ready case histories
Figures as reported by the client.
Solutions
Industry and platforms
Looking back
The first SLA matrix was too ambitious for the smaller branches, and in the first fortnight breaches piled up and branch staff started closing complaints early to stop the timers. We relaxed the times for two categories and added a check that a complaint can only be closed with a customer confirmation or a POD attached. Linking every complaint to the LR number was the most useful single decision, because it let the branch see the consignment history straight away, so the customer never had to repeat it.
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