What is robotic process automation (RPA)?

Robotic Process Automation (RPA) is software technology that makes it easy to create "software robots" that can mimic human actions when interacting with digital systems. These bots can perform repetitive tasks like processing transactions, manipulating data, or communicating with other digital systems automatically. Unlike physical robots, RPA bots work in the digital world, helping businesses automate routine computer tasks that would otherwise require human effort.

How do labor shortages affect automation companies?

Labor shortages typically drive increased demand for automation solutions as businesses struggle to find workers. When companies can't fill positions, they often turn to automation technologies to maintain operations and growth. This creates a favorable business environment for companies in this portfolio, as their products become essential rather than optional investments. The tighter the labor market, the more willing businesses are to invest in productivity-enhancing technology.

What are collaborative robots?

Collaborative robots (often called "cobots") are robots designed to work alongside humans in a shared workspace, unlike traditional industrial robots that operate in isolation. These machines are equipped with sensors and software that allow them to detect human presence and work safely with people. Cobots handle repetitive or physically demanding tasks while humans focus on more complex work requiring judgment and creativity, creating a partnership that enhances overall productivity.

How does AI relate to productivity enhancement?

AI enhances productivity by automating routine tasks, providing intelligent assistance, and unlocking new capabilities for workers. For example, AI can analyze data much faster than humans, automatically generate content drafts, or provide real-time recommendations. This allows employees to focus on higher-value work requiring creativity and judgment while the AI handles repetitive or computational tasks. Many companies in this portfolio integrate AI into their products to dramatically multiply what each worker can accomplish.

15 handpicked stocks

Human Productivity Portfolio

Discover companies at the forefront of amplifying our most valuable resource—human ingenuity. These carefully selected stocks represent businesses creating significant economic value by helping people achieve more with less effort, from AI-powered software to advanced robotics.

Han Tan | Market Analyst

Updated 2 days ago | Published at जून 17