How AI is evolving from science
fiction into a powerful business
tool
• Once the subject of seemingly far-fetched science fiction movies,
artificial intelligence is rapidly becoming an important tool within
corporate and government IT infrastructures.
• Built from sophisticated software algorithms, the technology can
undertake tasks that previously have required human intervention.
Driving vehicles, controlling production lines and recognising faces in
a crowd are all well within its capabilities now.
• In some areas, AI tools can even surpass the abilities of humans. The tools are
able to sift through vast quantities of data and uncover correlations that
previously would have gone unnoticed. Some tools are able to use data to make
sophisticated decisions and predictions about the likelihood of events such as
stock market crashes and national elections.
• The pace of development in the AI space is being driven by the increasing
availability of large amounts of compute power. Where the cost of the
infrastructure required to run these tools had previously put them out of reach
for all but the largest of organisations, now cloud platforms are levelling the
playing field. Both large and small organisations can have access to vast amounts
of compute power at price points that continue to decline. With the cost of
compute cycles continuing to drop, the future for AI is looking very bright.
• The technology is also benefiting from the large amount of data readily available
for analysis. Many processes that were once paper based are now conducted
electronically, thus providing more data for analysis. The more data an AI tool is
fed, the more effective it will become
• The role of application networks
• For the growing power of AI to be fully realised by organisations,
efficient and effective connectivity between systems and data stores
is critical. The value of insights gained can only be as good as the data
on which those insights are based. This means access to the data is
essential.
• Gaining such access can be a challenge for many organisations, where
data is held in multiple systems. There is likely customer data in a
CRM system, financial information in an ERP system and other
databases scattered across departments and locations.
• Connecting these systems is the role of the application network.
Rather than having multiple point-to-point links between systems, the
application network seamlessly connects applications, data and
devices via APIs to make them pluggable.
• By following an API-led connectivity approach, an organisation will be well
positioned to harness AI and use it to deliver new capabilities more quickly. For
example, new AI tools can be introduced without requiring significant changes to
the underlying infrastructure and without the need to rewrite existing
applications. As a result, the AI tools become part of the organisation’s
application network.
• An AI-powered future
• There are already examples of how AI technology is being put to work. For
example, mining companies are linking systems at mine sites and operation
monitoring centres and using AI tools to control them. The AI tools can operate
machinery and vehicles as well as control production flows.
• Another interesting example is fast food companies that are planning to use AI
tools to automate retail outlets. The technology can produce food much faster
than a team of humans and ensure a more consistent level of output quality.
• Within the tertiary education market, Deakin University has deployed AI to
support its online hub, DeakinSync, which provides students with a real-time,
personalised digital experience. Integrating university systems such as health
services, library resources and class and exam timetables, DeakinSync is enabling
students to seamlessly manage their educations and share useful information
with each other.
• As the tools grow in capability, it appears that AI will play an
increasingly important role within every organisation. The technology
will allow the automation of manual, repetitive tasks and free up
people to focus on more value-add activities. AI will eventually add
value through its ability to control everything from mines and factory
production lines to vehicles and even entire office buildings.
• AI’s ability to analyse data from a range of different sources will
continue to deliver significant value. It will provide fresh insights and
support the overall business decision-making processes, helping to
change the operational clock speed of the organisation.
• Built on the foundation of an application network, AI will continue to
rapidly transform both the world of business and the lives of those
who rely on it.

How ai is evolving from science fiction into

  • 1.
    How AI isevolving from science fiction into a powerful business tool
  • 2.
    • Once thesubject of seemingly far-fetched science fiction movies, artificial intelligence is rapidly becoming an important tool within corporate and government IT infrastructures. • Built from sophisticated software algorithms, the technology can undertake tasks that previously have required human intervention. Driving vehicles, controlling production lines and recognising faces in a crowd are all well within its capabilities now.
  • 3.
    • In someareas, AI tools can even surpass the abilities of humans. The tools are able to sift through vast quantities of data and uncover correlations that previously would have gone unnoticed. Some tools are able to use data to make sophisticated decisions and predictions about the likelihood of events such as stock market crashes and national elections. • The pace of development in the AI space is being driven by the increasing availability of large amounts of compute power. Where the cost of the infrastructure required to run these tools had previously put them out of reach for all but the largest of organisations, now cloud platforms are levelling the playing field. Both large and small organisations can have access to vast amounts of compute power at price points that continue to decline. With the cost of compute cycles continuing to drop, the future for AI is looking very bright. • The technology is also benefiting from the large amount of data readily available for analysis. Many processes that were once paper based are now conducted electronically, thus providing more data for analysis. The more data an AI tool is fed, the more effective it will become
  • 4.
    • The roleof application networks • For the growing power of AI to be fully realised by organisations, efficient and effective connectivity between systems and data stores is critical. The value of insights gained can only be as good as the data on which those insights are based. This means access to the data is essential. • Gaining such access can be a challenge for many organisations, where data is held in multiple systems. There is likely customer data in a CRM system, financial information in an ERP system and other databases scattered across departments and locations. • Connecting these systems is the role of the application network. Rather than having multiple point-to-point links between systems, the application network seamlessly connects applications, data and devices via APIs to make them pluggable.
  • 5.
    • By followingan API-led connectivity approach, an organisation will be well positioned to harness AI and use it to deliver new capabilities more quickly. For example, new AI tools can be introduced without requiring significant changes to the underlying infrastructure and without the need to rewrite existing applications. As a result, the AI tools become part of the organisation’s application network. • An AI-powered future • There are already examples of how AI technology is being put to work. For example, mining companies are linking systems at mine sites and operation monitoring centres and using AI tools to control them. The AI tools can operate machinery and vehicles as well as control production flows. • Another interesting example is fast food companies that are planning to use AI tools to automate retail outlets. The technology can produce food much faster than a team of humans and ensure a more consistent level of output quality. • Within the tertiary education market, Deakin University has deployed AI to support its online hub, DeakinSync, which provides students with a real-time, personalised digital experience. Integrating university systems such as health services, library resources and class and exam timetables, DeakinSync is enabling students to seamlessly manage their educations and share useful information with each other.
  • 6.
    • As thetools grow in capability, it appears that AI will play an increasingly important role within every organisation. The technology will allow the automation of manual, repetitive tasks and free up people to focus on more value-add activities. AI will eventually add value through its ability to control everything from mines and factory production lines to vehicles and even entire office buildings. • AI’s ability to analyse data from a range of different sources will continue to deliver significant value. It will provide fresh insights and support the overall business decision-making processes, helping to change the operational clock speed of the organisation. • Built on the foundation of an application network, AI will continue to rapidly transform both the world of business and the lives of those who rely on it.