How AI Is Turning Every Company Into a Smart Enterprise

Everything we experience today is just the beginning. From Yahoo's 1995 NASDAQ listing to now, the Internet is only about 21 years old, yet its impact far exceeds expectations.

Future: intelligence everywhere – waves of cloud computing, big data, IoT and AI bring unprecedented challenges and opportunities.

The current technological revolution surpasses the industrial revolution, which created more wealth in two centuries than humanity accumulated in thousands of years.

In the next 20‑30 years we will create even more value, living in a world where everything is interconnected and AI is ubiquitous.

These universal technologies drive progress across society – from gene technology to new materials – all rooted in massive computing power.

All business intelligence will become the most important trend.

Intelligentization means future business decisions will rely increasingly on machine learning and AI, delivering results far beyond traditional human operations.

For example, during the 2016 Tmall "Double 11" sale the platform generated over 120 billion yuan, while most staff had little to do.

When over 100 million users flood Taobao in a single day, no amount of hiring can meet the demand.

All product recommendations, personalized services and what each user sees are automatically handled by machines.

The recommendation engine is an AI application built from complex algorithms and massive data‑processing clusters.

In fact, most Internet companies are essentially AI companies; search engines instantly return answers and relevant ads.

This AI‑driven value often exceeds human intelligence, creating new intelligent business models that will spread as technology becomes cheaper and more accessible.

Enterprises don’t need to master every high‑tech detail; technology providers offer these capabilities as services, just as cloud computing has become a ubiquitous infrastructure.

Artificial intelligence will also become a generic service, with platforms like Alibaba Cloud, Google and Facebook offering algorithms and models.

The real challenge is adopting an intelligent‑business mindset to redesign all processes and innovate.

Many companies have an online presence but lack integrated, end‑to‑end digital processes; their customer service is fragmented.

To become smart, a company must software‑enable and put its core processes online, driven by APIs that allow data and commands to flow freely.

Data is decision – once processes are digital, live data is continuously generated, enabling low‑cost data accumulation and data‑driven decision making.

In the Internet era, data is recorded in real time, unlike traditional methods that collect data after the fact.

Real‑time user behavior (pages viewed, time spent, clicks, purchases) reveals customer intent without intrusive surveys.

If data must be manually collected, intelligent business is impossible.

Second, consumers provide immediate feedback; if a recommendation is unsatisfactory, the system learns and adjusts instantly.

Algorithms, once the domain of specialized data scientists, are becoming increasingly accessible.

Entrepreneurs need insight to combine data, customer experience and algorithms so that the customer journey improves continuously.