Resources
Insights & Case Studies
Buyer explainers, expert perspectives, and customer proof across wind energy, retail execution, and physical AI.

Scaling Retail Execution Across 485,000 Outlets
How a global beverage brand used Clobotics AI to expand outlet coverage, lower visit costs, and return to revenue growth in Southeast Asia.
How a Global Consumer Health Company Cut Store Visit Time by 60% with AI Retail Execution
How Clobotics used AI recognition and exception review to make pharmaceutical retail execution faster, more accurate, and easier to trust.
From Manual Audits to Store-Wide Intelligence
How a large-format retailer in China moved from periodic store audits toward continuous AI-powered shelf and execution visibility.
Making Smart Cooler Operations Visible
How Lawson and Clobotics used connected cooler cameras, AI image recognition, and equipment monitoring to improve retail execution between store visits.
How Retail Product Recognition Works: From Shelf Image to SKU-Level Intelligence
A technical look at how Clobotics combines evidence validation, computer vision, hybrid retrieval and multimodal AI to turn shelf images into structured SKU-level retail intelligence.
How a Global Brewer Made China's Fragmented Retail Network Visible
How a global alcoholic beverage company verified outlet identity, reduced ghost visits, accelerated field capture, and improved retail execution across China's complex route-to-market network.
What the 2026 World Cup Reveals About Real-Time Retail Campaign Execution
A practical retail campaign execution guide for food and beverage brands monitoring POSM, product availability, pricing, placement, and competitor activity while promotions are live.
Robotics for Blade Repair: How Sparrow Is Changing Leading-Edge Maintenance
At the Global Wind Turbine O&M Forum in Barcelona, Clobotics shared how Sparrow grew from a rough idea into a drone-delivered repair robot for wind turbine blades.
Scaling Up Blade Inspections in Brazil: A Case Study
ArthWind and Clobotics complete inspections of 5,000 wind turbines in Brazil using Clobotics IBIS™ drone technology, serving one of the world's five largest wind energy markets.
Why DaaS Beats DIY Blade Inspections
Clobotics makes the case for Drone as a Service over do-it-yourself drone inspection — covering image quality, analysis accuracy, and data consistency.
Why Clobotics Believes That 1+1=3 When It Comes to Automating Blade Inspections
Integrating IBIS™ drone capture with IRIS™ AI analysis delivers synergistic results — complete damage assessments in minutes, not days.
The Case for Open Standards Around Blade Inspections
As autonomous drone inspection and machine learning mature, the wind industry needs open data standards for blade inspection — to prevent vendor lock-in and enable integration with condition monitoring systems.
Making the Case for More Frequent Blade Inspections
Autonomous drone technology and machine learning have made frequent wind turbine blade inspections economically viable — enabling operators to optimize repair timing and reduce leading edge erosion losses.