Logistics Supply Chain

32% cost reduction with multi-agent supply chain AI

FRACIFY deployed a swarm of 16 specialized agents to optimize every layer of GlobalLink's supply chain — from procurement and inventory to fleet routing and last-mile delivery.

Impact achieved

32%Logistics cost reduction

18%Faster on-time delivery

$47MAnnual savings

About GlobalLink Logistics

GlobalLink Logistics operates a complex global supply chain spanning 47 warehouses across 12 countries, managing over 500,000 SKUs and 15,000 daily shipments. They serve 2,400+ enterprise customers across manufacturing, retail, and healthcare verticals.

Employees

8,700

Annual Revenue

$4.5B

The challenge

A supply chain too complex for traditional tools

GlobalLink's legacy optimization system was struggling with increasing volatility — port congestion, fuel price fluctuations, and shifting demand patterns. On-time delivery rates had slipped to 78%. Inventory carrying costs consumed $230M annually. The operations team relied on spreadsheets for critical decisions, with each disruption requiring hours of manual analysis.

Top challenges

On-time delivery rates had fallen to 78% across 47 hubs
$230M annual inventory carrying costs eroding margins
Hours of manual analysis required per supply chain disruption
No unified view of end-to-end supply chain operations

Skills deployed

Multi-echelon inventory optimization across 47 hubs
Real-time VRP solver for 15,000 daily shipments
Digital twin simulation for scenario testing
Weather and geo-risk disruption monitoring

The solution

16 agents continuously optimizing every link

FRACIFY deployed a swarm of 16 specialized agents that model the entire supply chain as a dynamic graph. Each agent manages a specific domain — demand forecasting, inventory optimization, route planning, disruption handling — and they continuously negotiate to find globally optimal solutions across cost, speed, and reliability trade-offs.

FRACIFY OrchestratorGraph Neural NetworksMulti-echelon Optimizer VRP SolverIoT IntegrationDigital TwinGeo-risk Feeds

Results

Six-month transformation

Within the first 6 months of full deployment, FRACIFY's agent swarm transformed GlobalLink's supply chain operations:

32%Total logistics cost reduction — saving $47M annually

18%On-time delivery improved from 78% to 96%

96%Inventory accuracy — up from 72%, stockouts down 64%

73%Faster disruption response — 4 hrs to under 15 min

"The FRACIFY agents operate 24/7, constantly optimizing across thousands of variables that no human team could track. It's like having a team of 50 PhD-level operations researchers working in parallel, making decisions in real-time. The ROI has been extraordinary."

— Thomas Keller

CEO, GlobalLink Logistics

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