What is Hybrid AI and What are its Benefits For Businesses?
                     What Is Hybrid 
AI And What 
Are Its Benefits 
For Businesses?
Introduction
Hybrid AI is an approach for 
businesses that combines 
human insight with machine 
learning and deep learning 
networks. Despite certain 
challenges, experts believe it 
shows promise.
Source: www.techtarget.com
AI tools and 
systems
AI tools and systems that can 
learn to solve problems 
without human intervention 
have proven a useful 
development thus far, but in 
many cases, businesses can 
benefit from a hybrid 
approach -- aptly dubbed 
hybrid AI.
Source: www.techtarget.com
Hybrid AI
Hybrid AI is a nascent 
development that combines 
non-symbolic AI, such as 
machine learning and deep 
learning systems, with 
symbolic AI, or the 
embedding of human 
intelligence.
Source: www.techtarget.com
Digital 
Transformati
on
Since digital transformation 
initiatives are fueling the 
mainstream growth of AI, it's 
best to choose the right AI 
tools or techniques for the 
right job. Oftentimes, a 
combination of them is 
needed, and that's where 
hybrid AI uses come into 
play.
Source: www.techtarget.com
Challenges 
with hybrid 
AI
No technique, or combination 
of techniques, solves every 
problem equally well, so it's 
important to understand 
their respective capabilities 
and limitations. One of the 
biggest challenges is that 
expert knowledge and real-
world context are rarely 
machine-readable. 
Source: www.techtarget.com
Why hybrid 
AI uses will 
grow
The interconnectedness of 
everything is generating an 
unprecedented amount of 
data. As organizations 
continue to become more 
digital, their use of AI tends 
to grow so they can 
accomplish more, at scale, in 
less time. 
Source: www.techtarget.com
Benefits of Hybrid 
AI in Business
Knowledge 
Graph 
development
As a starting point of 
developing any chatbot/voice 
assistant, we develop a 
Knowledge Graph for our 
clients. We see the 
Knowledge Graph as the 
data structure of the future. 
It will be the basis of all 
further AI-based use cases. 
Source: www.thetechplatform.com
Process 
implementati
on
Organizations cannot avoid 
the digitization and 
preparation of organizational 
data. Therefore, the 
development of a Knowledge 
Graph becomes inevitable 
sooner or later. 
Source: www.thetechplatform.com
Contribution 
of decades of 
know-how
Collectively, the Onlim team 
has several decades of 
experience in Knowledge 
Graph development. 
Customers can benefit and 
learn from this massive 
wealth of experience while 
achieving their goal of 
implementing a 
chatbot/voice assistant.
Source: www.thetechplatform.com