Operations Transformation · Distribution
GCC distributor lifts OTIF from 78% to 97% across 14 markets
OTIF improved from 78% to 97% across a JAFZA hub serving 14 markets in 12 months.
The challenge
A regional GCC distribution operation was missing service-level targets across its 14-market footprint. On-time-in-full performance had drifted to 78%. Customers were escalating, sales were exposed, and the operations team was firefighting daily.
The root causes were not in the warehouse. They sat across forecasting, supplier management, customs, and the handoffs between commercial and operations teams. Fixing one without the others would have moved the problem, not solved it.
Our approach
- Re-engineered the end-to-end fulfilment process from supplier PO to last-mile delivery across the JAFZA hub.
- Deployed a structured S&OP rhythm linking demand planning, procurement, and warehouse operations.
- Introduced exception-based KPI reporting so the team intervened where it mattered, not on noise.
- Built leadership and supervisor capability across the operation through structured coaching.
The outcome
“Jim delivered results in one of our most operationally complex regions. He navigated cultural, workforce, and commercial challenges simultaneously and did it without drama.”
The Situation
Sector: Distribution and Logistics
Location: Jebel Ali Free Zone, Dubai — serving 14 regional GCC markets
Service: Operations Transformation / Supply Chain Advisory
A GCC distribution business operating a regional hub out of Jebel Ali Free Zone was serving 14 markets across the UAE, Saudi Arabia, and the wider Gulf. OTIF performance — On Time In Full — was running at 78%. More than one in five orders was either late, incomplete, or both.
The operations were fragmented across markets. Tracking was manual. There was no single view of order status, supplier performance, or delivery risk across the distribution cycle. Management time was absorbed by firefighting rather than commercial development.
The Challenge
Improve OTIF performance across a complex multi-market distribution operation without disrupting trade during the engagement. Build the systems and governance that would sustain the improvement after the engagement ended — not just deliver a short-term fix that reverted when the external support was removed.
The Approach
Torrevie conducted a full operational diagnostic across the distribution cycle, identifying the specific failure points driving OTIF underperformance. The engagement covered four workstreams running in parallel:
Process redesign across the order management and fulfilment cycle, eliminating the handoff failures and manual steps creating delays. Data visibility systems replacing manual tracking with a single operational view across all 14 markets. Operational governance structures giving market teams clear accountability and escalation paths. An AI-supported exception engine monitoring order progress and flagging at-risk shipments before they became missed deliveries.
Team capability was developed across markets throughout the engagement. The governance framework was designed to be self-sustaining — the operation needed to maintain the improvement independently after Torrevie's direct involvement ended.
The Results
- OTIF improved from 78% to 97% across 14 regional markets
- Achieved within 12 months
- Multi-market governance framework in place and self-sustaining after engagement
- Management time shifted from operational firefighting to commercial focus
What This Means for GCC Distribution Businesses
An OTIF rate of 78% is not unusual for a GCC distribution business operating across multiple markets with manual processes. It is, however, commercially costly — in customer penalties, expediting costs, lost repeat orders, and the management time absorbed by recovery rather than growth.
The gap between 78% and 97% is not a technology problem. It is a process, data, and governance problem. Torrevie addressed all three simultaneously, with an AI exception engine added to sustain the improvement after the process was fixed.
Contact us to discuss your supply chain operation, or learn more about our supply chain advisory services. You can also explore agentic automation for GCC operations.
Frequently Asked Questions
What does OTIF mean and why does it matter for GCC distribution businesses?
OTIF stands for On Time In Full. It measures the percentage of customer orders delivered on the agreed date and in the agreed quantity. In GCC distribution, where customers operate across multiple markets with tight inventory management, OTIF performance directly affects customer retention, penalty clauses, and the cost of expediting missed orders.
How long did this OTIF transformation take?
The improvement from 78% to 97% was achieved within 12 months. The engagement covered process redesign, data visibility systems, governance framework implementation, team capability development, and AI-supported exception monitoring.
What was the role of AI in this engagement?
An AI-supported exception engine was implemented to monitor order progress across 14 markets and flag at-risk shipments before they became delivery failures. The AI layer was built on top of a redesigned process — not applied to the broken process that existed before the engagement.
Can Torrevie work with distribution businesses outside the UAE?
Yes. This engagement served 14 GCC markets from a JAFZA hub. Torrevie works across UAE, Saudi Arabia, Qatar, Kuwait, Bahrain, and Oman.
How is this different from hiring a logistics consultant?
This engagement combined operational process redesign, data visibility implementation, governance framework development, team capability building, and AI integration — delivered simultaneously by a single senior operator with 18 years of GCC operational experience. It was not a report with recommendations. It was a hands-on transformation with measurable outcomes.
Is Your OTIF Performance Costing You Customers?
If your distribution operation is underperforming on delivery reliability, the problem is usually process and data visibility — not headcount. DM SUPPLY or book a call to discuss your operation.