Case Studies

Real robots.
Real results.

Every project starts with a real problem. Here are four examples of how Movel AI has helped enterprises transform their operations through intelligent robotics automation.

30+
Projects delivered
$1M+
Client cost savings
10+
Enterprise clients
12
Countries deployed
Warehousing & Logistics

Singapore

Asia-Pacific 3PL Leader

68%
Order throughput increase
91%
Robot downtime reduction
12 → 2
FTE needed to manage fleet
8 weeks
Deployment timeline

"Movel AI turned our robot chaos into a symphony. We went from 4 dashboards and constant conflicts to a single view that just works."

— VP Operations, APAC 3PL

Fleet ManagementFleet Management System

Orchestrating 180 AMRs from 4 different brands in a single 500,000 sq ft facility

The Challenge

A leading Asia-Pacific third-party logistics provider had deployed robots from MiR, Locus, and two proprietary AGV vendors. Each had its own management system, creating scheduling conflicts, frequent robot jams, and a management overhead of 12 FTE just to coordinate robot operations.

The Solution

Movel AI FMS was deployed as the single orchestration layer. Custom adapters were built for each robot brand. A unified traffic map was created and integrated with the client's WMS (Korber). The 180 robots are now dispatched by a single AI scheduler.

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Manufacturing

Stuttgart, Germany

European Automotive OEM

$4.2M
Cost saved vs. replacement
34/40
Robots successfully upgraded
6 weeks
Deployment with zero line downtime
3x
Navigation reliability improvement

"We were quoted $7M to replace the fleet. Movel fixed them for $2.8M and they perform better than they did when new."

— Director of Manufacturing Technology

RetrofitRetrofit & Robot Doctor

Retrofitting 40 legacy AGVs with modern autonomy — saving $4.2M vs. replacement

The Challenge

The client's 2016-era AGV fleet was suffering from frequent navigation failures, outdated software that couldn't integrate with their new MES, and escalating maintenance costs. Replacement quotes from vendors came in at $7M+.

The Solution

Movel AI's Robot Doctor team performed a complete fleet audit. 6 AGVs were beyond repair; the remaining 34 received new lidar sensors, upgraded compute modules, and a full ROS 2 navigation stack. All AGVs were integrated with the client's new Siemens MES via Movel FMS.

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Airports & Transport

Southeast Asia

International Hub Airport

24/7
Autonomous operation achieved
850K
Square feet covered autonomously
Zero
Safety incidents in 18 months
30%
Ground operations cost reduction

"The robots navigate through busy terminals during peak hours without a single incident. The technology is genuinely impressive."

— Head of Airport Operations

NavigationRobot Navigation System

Autonomous ground support fleet across 3 terminals and 850,000 sq ft

The Challenge

The airport needed to automate terminal cleaning and cargo area transport without disrupting passenger flows. Existing robots couldn't navigate through the complex terminal environment with crowds, changing obstacles, and multiple secure zone transitions.

The Solution

Movel RNS was deployed with specialized crowd-aware navigation profiles and person-safe speed controls. Building adapters were installed for automatic door control across all three terminals. A central FMS coordinates 48 cleaning robots and 22 cargo AMRs.

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Healthcare

United States

Multi-site Hospital Network

$6.4M
Annual savings vs. porter costs
85%
Staff time freed for patient care
99.2%
On-time delivery rate
6 campuses
Unified under one FMS

"Our nurses are spending their time with patients, not pushing carts. The ROI was clear in the first quarter."

— Chief Operations Officer

HealthcareFleet Management + Navigation

Autonomous medication and supply delivery across 6 hospital campuses

The Challenge

A major hospital network was spending over $8M/year on porter services for medication, linen, and supply deliveries. Staff time was being consumed by transport tasks rather than patient care. They needed a solution that could work safely in patient areas.

The Solution

32 AMRs were deployed across 6 campuses, each running Movel RNS with hospital-safe navigation profiles. The FMS integrated with each hospital's pharmacy system, nurse call systems, and elevator controllers. Robots autonomously navigate between departments, call lifts, and use automatic doors.

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Your operation could be the next case study.

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