HBR's 10 Must Reads on AI, Analytics, and the New Machine Age

"AI powerfully magnifies the value created by those capabilities." Process automation: AI and analytics are being used to automate digital and physical tasks, particularly back-office administrative and financial activities.

"AI powerfully magnifies the value created by those capabilities." Process automation: AI and analytics are being used to automate digital and physical tasks, particularly back-office administrative and financial activities. This includes transferring data between systems, updating customer files, reconciling billing systems, and extracting information from documents using natural language processing. Data-driven insights: Machine learning algorithms are being applied to detect patterns in vast volumes of data and interpret their meaning. This enables businesses to: Predict customer behavior and preferences Identify fraud in real-time Analyze product data for safety or quality issues Automate targeting of digital ads Provide more accurate actuarial modeling for insurance Enhanced engagement: Natural language processing chatbots and intelligent agents are being used to engage employees and customers. This allows companies to provide 24/7 customer service, answer employee questions on IT and HR topics, and offer personalized product recommendations.

"AR will become the new interface between humans and machines, bridging the digital and physical worlds." Visualizing data: AR allows users to superimpose digital information directly on real objects or environments. This enables: Revealing internal features of objects (e.g. AccuVein showing veins under the skin) Demonstrating product capabilities (e.g. Bosch showing internal components of machinery) Overlaying data on physical environments (e.g. construction plans overlaid on building sites) Guided instruction: AR provides real-time, on-site, step-by-step visual guidance for tasks such as: Assembly of complex products Operation of machinery Warehouse picking and logistics Remote collaboration: AR enables remote experts to see what an on-site user is viewing and provide immediate guidance. This improves worker performance and reduces costs for activities like field repairs and maintenance.

"Drones are starting to fill the 'missing middle' between satellites and street level, digitizing the planet in high resolution and near–real time at a tiny fraction of the cost of alternatives." Data collection: Drones equipped with cameras and sensors can gather high-resolution data from above, enabling: Mapping and surveying of construction sites, farms, and infrastructure Inspection of buildings, bridges, power lines, and other structures Monitoring of crops, wildlife, and environmental conditions Operational applications: Beyond data collection, drones are being used for: Delivery of goods in remote areas Search and rescue operations Spraying of crops and distribution of seeds Providing temporary communications networks Industry impact: Drones are transforming operations across industries: Construction: daily site mapping and progress monitoring Agriculture: precision farming and crop management Energy: inspection of wind turbines and solar panels Insurance: assessment of property damage Film and media: aerial cinematography