<p>PDF Download: <a target=_blank href="https://drive.google.com/file/d/1K7gDN5vv0G8_rorbJSZxbHw1SowKqCOD/view">https://drive.google.com/file/d/1K7gDN5vv0G8_rorbJSZxbHw1SowKqCOD/view</a></p>
<img style=display:block;margin:auto src="/wp-content/uploads/2021/06/2021.png" />
[figg src="/wp-content/uploads/2021/06/Richie.jpeg"]
Richie Tsai<br>
Provost,<br>
Taiwan AI Academy
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<p>Since the epidemic, we’ve accelerated into a new era of
AI.</p>
<p>In the next decade after the epidemic, we will see four
waves of opportunities for AI to enhance transformation
of enterprises, powered by different "domain knowledge
x information maturity" matrices:</p>
<p>The first wave will be in single instance efficiency
improvements, such as defect detection, intelligent
scheduling, predictive maintenance, and optimization of
raw material mix at the manufacturing end, which will
mean the replace of humans by machines. We have
seen rapid progress in specific applications by start-ups,
such as voice assistants, facial recognition, medical
imaging interpretation, etc.</p>
<p>The second wave will be the enhancement of enterprise
processes. When all single-instance applications are
popularized, the efficiency of the reorganization process
will be improved, and changes in the line of production,
service procedures and human-machine collaboration
will bring about the reorganization and restructuring of
the management process.</p>

<p>The third wave will be in upgrading at the industry level.
Traditional industries will begin to catch up, and AI
adoption by “invisible champions” within mature and
special sectors will move become an industry wide
movement. The breadth and effectiveness of
applications will be greatly enhanced, and many will
start maturing into standardized products.</p>
<p>The fourth wave will be in the overall improvement of
the ecosystem. Industry clusters will proliferate and
diversify. Qualitative changes will materialize at scale.
</p>
<p>New applications will be built upon the existing
foundations, and the exponential efficiency
improvements will further drive industry transformations.
Industries will be restructured, the global division of
labor will reshuffle.</p>
<p>The Taiwan AI Academy has been promoting industrial
AI since 2018 and is now in its fourth year. It has been
TAIWAN’s vision to let the world think of AI when they
see TAIWAN, and to gasp "WA" when they see
TAIWAN's achievements in AI. We are pleased to work
with Hive Ventures and several outstanding start-up
companies to produce this report: STATE OF TAIWAN
ENTERPRISE AI 2021, especially in an
internationalized English format, so that together we
can make Taiwan's soft power in Artificial Intelligence
shine upon the global stage.</p>

<p>PDF Download: <a target=_blank href="https://drive.google.com/file/d/1K7gDN5vv0G8_rorbJSZxbHw1SowKqCOD/view">https://drive.google.com/file/d/1K7gDN5vv0G8_rorbJSZxbHw1SowKqCOD/view</a></p>