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6σ, Lean and RPA - An open conversation
Guy Kirkwood, UiPath
Darryl Neff, Generali
Dean Smith, formerly Zurich
Companies are currently experiencing the shock waves of automation
moving at high speed to disrupt businesses, energizing them to rework some
of their priorities and in turn, to future-proof themselves. For insurance
organizations, the appetite for RPA is particularly whetted by the challenge to
cut the Gordian Knot of having to balance heavy regulations and compliance
requirements with the need for aggressive cost reductions and efficiency
gains while also preserving or enhancing customer and stakeholder
experience.
This paper is the result of the SSON’s World Series webinar where two RPA
implementation experts from leading insurance companies chat to UiPath’s
COO Guy Kirkwood to tell the lively story of how they’ve been able to use
Robotic Process Automation as an enabler of digital transformation.
Recounting their hands-on experience are Darryl Neff, head of process for
Generali Link in Ireland and Generali’s Lean Six Sigma master black belt, and
Dean Smith who has just completed his role as global head of shared
services & solutions within Zurich’s finance operations division.
6σ, LEAN AND RPA
What impact is RPA having
when combined with Lean and
Six Sigma? As insurance is
increasingly focused on cost
and efficiency and a lean
alternative to big IT projects is
required, how do you go about
achieving this?
“You don’t automate a
broken process. There’s
nothing so useless as
doing efficiently that which
should not be done at all.”
In Generali’s view, Lean Six
Sigma and RPA complement
each other. With Lean Six
Sigma you manage to reduce
the manual load by eliminating
waste; and by simplifying and
standardizing processes. But
then you reach a terminus
where you realize you are not
able to eliminate all of the
grunt work. This is where RPA
comes into its own. It expands
the Lean six Sigma toolkit with
an approach that empowers
the business to continue to
improve and move up the
Sigma scale without the need
for big IT initiatives.
“Two birds with one stone -
the 80:20 rule.”
Focusing on the finance
operations area, the story at
Zurich follows a more
pragmatic approach. When
selecting and acting upon the
opportunities for automation,
the premise is that getting full
process change and
standardization takes time. So
instead what you can do is to
combine the preparation for
robotic deployment at the
same time as trying to
understand and reengineer
some of those processes. The
maths behind this is that for
80% of the process you could
automate expeditiously and
without headache but for the
other 20% - which might be
exceptions, or more
complicated aspects, or things
that require change because
the process is only broken in
parts - could be placed in a
separate bucket and delayed
to a later date. The 80:20 rule
allows you to leverage a fairly
short time scale to deliver
savings to the initial
deployments, whilst helping to
focus on scanning the
process and starting to think
about re-engineering.
6σ, Lean and RPA - An open conversation
Although you may be
automating a less efficient
process (or components of it),
the soft benefits of reduced
errors/escalations and
inherent productivity gains will
often provide a tactical
business case until a more
complete reengineering
perspective is gained. But it is
essential not to lose sight of
that bigger strategic picture of
process and interacting
technologies; planning must
consider the longer term to
avoid losing the business case
for fundamental change.
6σ, Lean and RPA - An open conversation
PREPARING FOR THE RIDE. PILOTING RPA
All’s well that ends well, but
how do you start on the right
foot? How do you use the
piloting process to achieve
cost and quality objectives
without waiting for core
system changes? And if you
think that RPA needs to be
seen in the broader context,
how can it be tactical and
disposable to support the
business whilst going through
core system changes?
“When we first tried to
introduce RPA there was a
reluctance from some of
the business units saying:
We’re already doing an IT
transformation initiative.”
If your organization is not
mandated, as is the case
within Generali, you need each
of the business units to
adhere to the belief that RPA
can be a key to delivering
objectives.
Whether they to improve
customer satisfaction, with
the increased focus on MPS,
improved quality, or the
infamous cost reduction
target, you need to prove to
them how easily RPA can be
implemented to tactically
address some critical areas,
and also how quickly the
business driven initiative can
deliver without having to
commit to a massive IT
transformation. A strategic
pilot is the ideal way to
achieve this. Moreover you
can demonstrate RPA as a
method of prototyping IT
enhancements, because RPA
gives you effective
documentation of
requirements and lays out the
step by step instructions for IT
to take away and build
something additional if
needed.
“Going from tactical to
strategic.”
6σ, Lean and RPA - An open conversation
Then there’s the other way
around, where you consider
robotics on the initial
implementations more of as a
disposable technology and a
temporary fix until the core
process issues are dealt with
by Six Sigma. Within Zurich, in
the short term they aimed to
get some benefits, apply some
lessons and systemize the
delivery process, so that was a
good way to go. You want to
ensure that you get some
gains from robotics, but also
pursue the core system
changes that you need. The
challenge is that initially you
could get into a hole that
could have been created by a
previous offshoring to low
cost centers for BPO or
shared services where cost
arbitrage had become
predominant. People can
easily the need for
fundamental strategic change
of those core problem
processes and systems
supporting them unless the
plans and messaging
appropriately reflect this
throughout the programme.
6σ, Lean and RPA - An open conversation
Whether you are competing
for global resources to have to
set up a CoE organization
model, as happened within
Zurich Finance Operations, or,
in the case of Generali, barely
starting to build your CoE,
challenges and opportunities
exist.
“Flexibility is what we’re
pursuing.”
One of the challenges finance
operations faces across the
businesses is that it really isn’t
the most attractive of subjects
and when you’re bidding for
resource budget for
improvements within finance
operations, you tend to be up
against more customer or
market-facing bids for the
same resource budget.
Zurich Finance Operations
discovered that the benefit of
having a separate delivery
organization which was not
competing for resources was
that they could articulate their
own strategic priorities and
deliver to those with a little
more control. Their particular
model at the time was to
harness both internal and third
party resources. The internal
resources were focused on
the discovery and initial deep
dive analysis of processes.
Once they had got to the point
where they were ready to bring
in the robots, they invoked a
partner, who was already in
the company to work on the
technical aspects of the
configuration.
Such an approach could be
interesting for all companies
considering RPA because it
allows you to adjust your
resources based on the pace
of change that you can bring
to bear. Early on you might
have a shallow pipeline, but
when that pipeline builds, you
can increase your resources
from a pool of expertise,
which gives you flexibility. You
get to learn your lessons from
the early stages and gradually
standardize and systematize
your processes, achieving
better results. You can also
learn a lot from others that
have been through this cycle.
“Collaboration across
countries and business
units.”
In a non-mandated
organization, you can’t impose
RPA on individual countries or
business units to adopt a
single pool, a single partner or
even a single approach.
BUILDING A CENTRE OF EXCELLENCE
In Generali’s case, a CoE is not
about controlling what the
countries do, instead it’s about
supporting them no matter
what they’re doing. For
countries that are looking to
develop and implement RPA
internally, you can help them
to set up their own CoEs. This
creates a culture of shared
practices and mutual
leveraging of resources and
experience.
This nexus of best practices
and process improvement
experts can then be brought
together in a CoE (possibly in
group head office), which
organizes and manages this
community. Some partners
can also be included in the
CoE, so that when you identify
valuable opportunities for your
organization, you can share
them with the other countries
or business units and enable
them to utilize this valuable
information. With the right
engagement, a CoE could also
be outsourced in full or in part.
6σ, Lean and RPA - An open conversation
PARTNERING UP
It’s not a question of whether
to partner up or not, it’s rather
a question of how to approach
this, and what are the
implications. When your RPA
implementation is business
led and supported by IT, how
can having partners help you?
“A thorough RFP exercise
is always warranted.”
Zurich had partnerships in a
number of different areas and
went through a rigorous
selection process to arrive at
their choice. For them it just
so happened that the partners
they chose for RPA integration
were the same partners that
they had for BPO, albeit a
different division of the
company. You might think
there is conflict there but it
can actually work out quite
well. With their hands-on
knowledge, partners can help
with communications, to
enhance the BPO contract and
with all the nitty gritty details.
All of which is important for
configuring the robots to work
effectively. This knowledge is
also important to have when
you get to the testing
environments and to the
exceptions that are being
raised. It helps you to
overcome the challenges and
fix those quickly and to rapidly
move into production.
“RPA specific
implementers can bring a
deeper understanding for
developing targeted
automations.”
With an organization the size
of Generali, it should be
expected that most of the
major BPO providers would be
working with some or many of
its business units. The
potential issue with this is that
the conversation can get
rather crowded between RPA
and BPO.
6σ, Lean and RPA - An open conversation
In their case, some of the
countries were looking for
somebody to help them to
develop their own internal RPA
program versus just having a
partner deliver it for them.
When they started looking at
options, they found that the
RPA-specific implementers, in
this case Genfour and
Symphony Ventures, had
considerably more experience
in the areas they were aiming
to
automate. Moreover, these
partners were also very
flexible in their ability to come
in and either help by doing
something for them, or by
assisting to train their internal
resources to be able to
develop the RPA program.
This fitted really well with each
of the business units, no
matter what the particular
objective was that they were
looking to accomplish with
RPA.
6σ, Lean and RPA - An open conversation
HARVESTING THE BENEFITS
RPA is not always about quick
strikes at reducing costs.
While it manages to ferret out
the inefficiencies in
processing, it also adds a
strategic value to operations.
For insurance especially,
additional benefits in terms of
quality improvement and
elevating the critical functions
around governance and
compliance are just as
important.
“Depending on the culture
in your organization, you
really have to look at
whether it’s direct costs
savings, or those softer
benefits, or opportunity
costs that really bolster the
business case.”
According to Dean, it all
depends on the level of
systematization in your
delivery, what process
components you are targeting
and where the resources are
based for those components.
You can get huge
improvements in quality,
speed of processing,
productivity, you can reduce
complaints and escalations,
and if done right, you also get
greatly increased governance
and controls because RPA is
done systematically and
without errors. And the cost of
reworking - all of that goes
away, so the soft benefits are
great, although often
unquantified. The interesting
part is that in many cases you
can justify a whole program
based on just those soft
benefits.
“The question always valid
within finance operations
is: is cost avoidance the
same as costs savings? I’ll
leave that up to you.”
Within Generali, in almost all
instances they found that it’s
not about actually reducing
headcount, it’s more about
allowing people to stop doing
mundane, repetitive tasks, and
instead focus them on the
value added activities.
6σ, Lean and RPA - An open conversation
NEXT STEPS
What’s the next step for RPA
and insurance? How is the
market expected to evolve?
“Anybody who’s interested
in RPA should have the
basic understanding of
how to look at a process,
how to identify non value
added activities and
eliminate those before they
start to implement
automation.”
As there is no ideal recipe for
success, ultimately it’s about
identifying the approach that
works best for your
organization. Should all
process improvement and
Lean Six Sigma people be
trained in RPA? Beginning this
year, all of Generali’s Lean Six
Sigma training now contains
an RPA component.
Introducing RPA from the very
beginning as a tool in your
toolkit to drive the
improvements you are aiming
for is beneficial because the
answer is not, and should not
always be a big IT
transformation. You could
focus first on standardizing
and simplifying the process,
and then continue to improve
it. Linking these training
programs together creates a
single space of activity, and
within Generali this proved to
be the winning approach.
“For the market itself, the
evolution looks very
exciting and I’m really
looking forward for that
future.”
From Dean’s perspective, the
robotics market is set to
continue to grow significantly
and with higher grade
cognitive technologies coming
along, there’s a big
opportunity to be unleashed.
Combining cognitive with
computer vision and other
deep learning types of
mechanisms is very
promising.
Over the next 5 to 10 years,
the entire thinking around
workforce management could
change globally. And many
large companies with
distributed teams are going to
be in the position to start
thinking about automated
workforce as a significant
component of their
organization structure.
Organization management, HR
practices, these are all set to
evolve as opportunities in RPA
continue to evolve as well.
6σ, Lean and RPA - An open conversation
INTELLIGENT AUTOMATION
This is something we’re all
interested to know about: how
will artificial intelligence feed
into RPA?
Imagine you are a golfer
standing on the tee and you
need to get your ball 400 yards
down the fairway over the
bunkers, onto the green and
into the hole. If you are
standing there holding only a
putter, i.e. an AI tool, you will
probably find it extraordinarily
difficult if not impossible to
proceed. You will also need a
combination of driver and
irons to be able to get that
little white ball into the hole.
You will need RPA tools and
you’ll need cognitive tools like
ABBYY and Celaton, and you
are finally going to need the AI
tools like IBM Watson or
Google TensorFlow.
Over the next few years a lot
of that AI and cognitive
capability is not going to be
developed by small
companies, it is instead being
developed by the likes of
Google, Microsoft or IBM and
they are open sourcing those
elements; democratizing the
uptake. So what you’ll see is
these tools being baked into
the RPA platforms over the
next 3 to 4 years, with people
within the CoE, and with RPA,
cognitive and AI creating
intelligent execution activities:
just as you would use different
golf clubs to get the ball down
the fairway into the hole.
GEAR UP AND FUTURE PROOF YOURSELF
From UiPath’s perspective, to
be future proof is not at all a
Sisyphean endeavour. The
future of RPA has everything to
do with software, and software
success primarily rests on two
attributes.
First you need an open
platform with standards that
support ease of extensibility
and enterprise security, in
other words encouraging
customers (like Generali and
Zurich) and partners (like
Capgemini, Genfour and
Symphony) to build their own
intellectual property on top of
the automation platform.
You also need a large, engaged
and innovative developer
community who like using the
product and are
passionate enough to help
make it better. Since we
launched our free Community
edition seven months ago, we
now have a community of over
10,000 such developers and
we're expecting that number to
rise to near 100,000 by the end
of 2017 because we’re
launching a massive online
course (MOOC) in April this
year and it will be available to
everyone for less than $15
6σ, Lean and RPA - An open conversation
6σ, Lean and RPA - An open conversation
Keep in mind that the most
successful online learning
course – with 1.2 million sign-
ups - has been Stanford
University’s machine learning
course and considering RPA is
such a hot topic, we’re
anticipating anywhere
between 10s and 100s of
thousands of people to sign
up.
So after thanking Darryl and
Dean for their excellent
contribution, I will leave you
with this. Keep an eye out for
the MOOC, get your
technical people and your
business analysts to check it
out when it’s available, and
make a plan! In the next year
from now what’s going to
happen is you will see that our
bottom up activity through the
Community will be met by the
top-down consulting
relationships with the C-suites,
and that will open the trail for
RPA to become ubiquitous
very quickly.
Exciting stuff.

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6σ, lean and RPA

  • 1. 6σ, Lean and RPA - An open conversation Guy Kirkwood, UiPath Darryl Neff, Generali Dean Smith, formerly Zurich Companies are currently experiencing the shock waves of automation moving at high speed to disrupt businesses, energizing them to rework some of their priorities and in turn, to future-proof themselves. For insurance organizations, the appetite for RPA is particularly whetted by the challenge to cut the Gordian Knot of having to balance heavy regulations and compliance requirements with the need for aggressive cost reductions and efficiency gains while also preserving or enhancing customer and stakeholder experience. This paper is the result of the SSON’s World Series webinar where two RPA implementation experts from leading insurance companies chat to UiPath’s COO Guy Kirkwood to tell the lively story of how they’ve been able to use Robotic Process Automation as an enabler of digital transformation. Recounting their hands-on experience are Darryl Neff, head of process for Generali Link in Ireland and Generali’s Lean Six Sigma master black belt, and Dean Smith who has just completed his role as global head of shared services & solutions within Zurich’s finance operations division.
  • 2. 6σ, LEAN AND RPA What impact is RPA having when combined with Lean and Six Sigma? As insurance is increasingly focused on cost and efficiency and a lean alternative to big IT projects is required, how do you go about achieving this? “You don’t automate a broken process. There’s nothing so useless as doing efficiently that which should not be done at all.” In Generali’s view, Lean Six Sigma and RPA complement each other. With Lean Six Sigma you manage to reduce the manual load by eliminating waste; and by simplifying and standardizing processes. But then you reach a terminus where you realize you are not able to eliminate all of the grunt work. This is where RPA comes into its own. It expands the Lean six Sigma toolkit with an approach that empowers the business to continue to improve and move up the Sigma scale without the need for big IT initiatives. “Two birds with one stone - the 80:20 rule.” Focusing on the finance operations area, the story at Zurich follows a more pragmatic approach. When selecting and acting upon the opportunities for automation, the premise is that getting full process change and standardization takes time. So instead what you can do is to combine the preparation for robotic deployment at the same time as trying to understand and reengineer some of those processes. The maths behind this is that for 80% of the process you could automate expeditiously and without headache but for the other 20% - which might be exceptions, or more complicated aspects, or things that require change because the process is only broken in parts - could be placed in a separate bucket and delayed to a later date. The 80:20 rule allows you to leverage a fairly short time scale to deliver savings to the initial deployments, whilst helping to focus on scanning the process and starting to think about re-engineering. 6σ, Lean and RPA - An open conversation
  • 3. Although you may be automating a less efficient process (or components of it), the soft benefits of reduced errors/escalations and inherent productivity gains will often provide a tactical business case until a more complete reengineering perspective is gained. But it is essential not to lose sight of that bigger strategic picture of process and interacting technologies; planning must consider the longer term to avoid losing the business case for fundamental change. 6σ, Lean and RPA - An open conversation PREPARING FOR THE RIDE. PILOTING RPA All’s well that ends well, but how do you start on the right foot? How do you use the piloting process to achieve cost and quality objectives without waiting for core system changes? And if you think that RPA needs to be seen in the broader context, how can it be tactical and disposable to support the business whilst going through core system changes? “When we first tried to introduce RPA there was a reluctance from some of the business units saying: We’re already doing an IT transformation initiative.” If your organization is not mandated, as is the case within Generali, you need each of the business units to adhere to the belief that RPA can be a key to delivering objectives. Whether they to improve customer satisfaction, with the increased focus on MPS, improved quality, or the infamous cost reduction target, you need to prove to them how easily RPA can be implemented to tactically address some critical areas, and also how quickly the business driven initiative can deliver without having to commit to a massive IT transformation. A strategic pilot is the ideal way to achieve this. Moreover you can demonstrate RPA as a method of prototyping IT enhancements, because RPA gives you effective documentation of requirements and lays out the step by step instructions for IT to take away and build something additional if needed. “Going from tactical to strategic.”
  • 4. 6σ, Lean and RPA - An open conversation Then there’s the other way around, where you consider robotics on the initial implementations more of as a disposable technology and a temporary fix until the core process issues are dealt with by Six Sigma. Within Zurich, in the short term they aimed to get some benefits, apply some lessons and systemize the delivery process, so that was a good way to go. You want to ensure that you get some gains from robotics, but also pursue the core system changes that you need. The challenge is that initially you could get into a hole that could have been created by a previous offshoring to low cost centers for BPO or shared services where cost arbitrage had become predominant. People can easily the need for fundamental strategic change of those core problem processes and systems supporting them unless the plans and messaging appropriately reflect this throughout the programme.
  • 5. 6σ, Lean and RPA - An open conversation Whether you are competing for global resources to have to set up a CoE organization model, as happened within Zurich Finance Operations, or, in the case of Generali, barely starting to build your CoE, challenges and opportunities exist. “Flexibility is what we’re pursuing.” One of the challenges finance operations faces across the businesses is that it really isn’t the most attractive of subjects and when you’re bidding for resource budget for improvements within finance operations, you tend to be up against more customer or market-facing bids for the same resource budget. Zurich Finance Operations discovered that the benefit of having a separate delivery organization which was not competing for resources was that they could articulate their own strategic priorities and deliver to those with a little more control. Their particular model at the time was to harness both internal and third party resources. The internal resources were focused on the discovery and initial deep dive analysis of processes. Once they had got to the point where they were ready to bring in the robots, they invoked a partner, who was already in the company to work on the technical aspects of the configuration. Such an approach could be interesting for all companies considering RPA because it allows you to adjust your resources based on the pace of change that you can bring to bear. Early on you might have a shallow pipeline, but when that pipeline builds, you can increase your resources from a pool of expertise, which gives you flexibility. You get to learn your lessons from the early stages and gradually standardize and systematize your processes, achieving better results. You can also learn a lot from others that have been through this cycle. “Collaboration across countries and business units.” In a non-mandated organization, you can’t impose RPA on individual countries or business units to adopt a single pool, a single partner or even a single approach. BUILDING A CENTRE OF EXCELLENCE
  • 6. In Generali’s case, a CoE is not about controlling what the countries do, instead it’s about supporting them no matter what they’re doing. For countries that are looking to develop and implement RPA internally, you can help them to set up their own CoEs. This creates a culture of shared practices and mutual leveraging of resources and experience. This nexus of best practices and process improvement experts can then be brought together in a CoE (possibly in group head office), which organizes and manages this community. Some partners can also be included in the CoE, so that when you identify valuable opportunities for your organization, you can share them with the other countries or business units and enable them to utilize this valuable information. With the right engagement, a CoE could also be outsourced in full or in part. 6σ, Lean and RPA - An open conversation
  • 7. PARTNERING UP It’s not a question of whether to partner up or not, it’s rather a question of how to approach this, and what are the implications. When your RPA implementation is business led and supported by IT, how can having partners help you? “A thorough RFP exercise is always warranted.” Zurich had partnerships in a number of different areas and went through a rigorous selection process to arrive at their choice. For them it just so happened that the partners they chose for RPA integration were the same partners that they had for BPO, albeit a different division of the company. You might think there is conflict there but it can actually work out quite well. With their hands-on knowledge, partners can help with communications, to enhance the BPO contract and with all the nitty gritty details. All of which is important for configuring the robots to work effectively. This knowledge is also important to have when you get to the testing environments and to the exceptions that are being raised. It helps you to overcome the challenges and fix those quickly and to rapidly move into production. “RPA specific implementers can bring a deeper understanding for developing targeted automations.” With an organization the size of Generali, it should be expected that most of the major BPO providers would be working with some or many of its business units. The potential issue with this is that the conversation can get rather crowded between RPA and BPO. 6σ, Lean and RPA - An open conversation
  • 8. In their case, some of the countries were looking for somebody to help them to develop their own internal RPA program versus just having a partner deliver it for them. When they started looking at options, they found that the RPA-specific implementers, in this case Genfour and Symphony Ventures, had considerably more experience in the areas they were aiming to automate. Moreover, these partners were also very flexible in their ability to come in and either help by doing something for them, or by assisting to train their internal resources to be able to develop the RPA program. This fitted really well with each of the business units, no matter what the particular objective was that they were looking to accomplish with RPA. 6σ, Lean and RPA - An open conversation HARVESTING THE BENEFITS RPA is not always about quick strikes at reducing costs. While it manages to ferret out the inefficiencies in processing, it also adds a strategic value to operations. For insurance especially, additional benefits in terms of quality improvement and elevating the critical functions around governance and compliance are just as important. “Depending on the culture in your organization, you really have to look at whether it’s direct costs savings, or those softer benefits, or opportunity costs that really bolster the business case.” According to Dean, it all depends on the level of systematization in your delivery, what process components you are targeting and where the resources are based for those components. You can get huge improvements in quality, speed of processing, productivity, you can reduce complaints and escalations, and if done right, you also get greatly increased governance and controls because RPA is done systematically and without errors. And the cost of reworking - all of that goes away, so the soft benefits are great, although often unquantified. The interesting part is that in many cases you can justify a whole program based on just those soft benefits.
  • 9. “The question always valid within finance operations is: is cost avoidance the same as costs savings? I’ll leave that up to you.” Within Generali, in almost all instances they found that it’s not about actually reducing headcount, it’s more about allowing people to stop doing mundane, repetitive tasks, and instead focus them on the value added activities. 6σ, Lean and RPA - An open conversation NEXT STEPS What’s the next step for RPA and insurance? How is the market expected to evolve? “Anybody who’s interested in RPA should have the basic understanding of how to look at a process, how to identify non value added activities and eliminate those before they start to implement automation.” As there is no ideal recipe for success, ultimately it’s about identifying the approach that works best for your organization. Should all process improvement and Lean Six Sigma people be trained in RPA? Beginning this year, all of Generali’s Lean Six Sigma training now contains an RPA component. Introducing RPA from the very beginning as a tool in your toolkit to drive the improvements you are aiming for is beneficial because the answer is not, and should not always be a big IT transformation. You could focus first on standardizing and simplifying the process, and then continue to improve it. Linking these training programs together creates a single space of activity, and within Generali this proved to be the winning approach. “For the market itself, the evolution looks very exciting and I’m really looking forward for that future.” From Dean’s perspective, the robotics market is set to continue to grow significantly and with higher grade cognitive technologies coming along, there’s a big opportunity to be unleashed. Combining cognitive with computer vision and other deep learning types of mechanisms is very promising.
  • 10. Over the next 5 to 10 years, the entire thinking around workforce management could change globally. And many large companies with distributed teams are going to be in the position to start thinking about automated workforce as a significant component of their organization structure. Organization management, HR practices, these are all set to evolve as opportunities in RPA continue to evolve as well. 6σ, Lean and RPA - An open conversation INTELLIGENT AUTOMATION This is something we’re all interested to know about: how will artificial intelligence feed into RPA? Imagine you are a golfer standing on the tee and you need to get your ball 400 yards down the fairway over the bunkers, onto the green and into the hole. If you are standing there holding only a putter, i.e. an AI tool, you will probably find it extraordinarily difficult if not impossible to proceed. You will also need a combination of driver and irons to be able to get that little white ball into the hole. You will need RPA tools and you’ll need cognitive tools like ABBYY and Celaton, and you are finally going to need the AI tools like IBM Watson or Google TensorFlow. Over the next few years a lot of that AI and cognitive capability is not going to be developed by small companies, it is instead being developed by the likes of Google, Microsoft or IBM and they are open sourcing those elements; democratizing the uptake. So what you’ll see is these tools being baked into the RPA platforms over the next 3 to 4 years, with people within the CoE, and with RPA, cognitive and AI creating intelligent execution activities: just as you would use different golf clubs to get the ball down the fairway into the hole.
  • 11. GEAR UP AND FUTURE PROOF YOURSELF From UiPath’s perspective, to be future proof is not at all a Sisyphean endeavour. The future of RPA has everything to do with software, and software success primarily rests on two attributes. First you need an open platform with standards that support ease of extensibility and enterprise security, in other words encouraging customers (like Generali and Zurich) and partners (like Capgemini, Genfour and Symphony) to build their own intellectual property on top of the automation platform. You also need a large, engaged and innovative developer community who like using the product and are passionate enough to help make it better. Since we launched our free Community edition seven months ago, we now have a community of over 10,000 such developers and we're expecting that number to rise to near 100,000 by the end of 2017 because we’re launching a massive online course (MOOC) in April this year and it will be available to everyone for less than $15 6σ, Lean and RPA - An open conversation
  • 12. 6σ, Lean and RPA - An open conversation Keep in mind that the most successful online learning course – with 1.2 million sign- ups - has been Stanford University’s machine learning course and considering RPA is such a hot topic, we’re anticipating anywhere between 10s and 100s of thousands of people to sign up. So after thanking Darryl and Dean for their excellent contribution, I will leave you with this. Keep an eye out for the MOOC, get your technical people and your business analysts to check it out when it’s available, and make a plan! In the next year from now what’s going to happen is you will see that our bottom up activity through the Community will be met by the top-down consulting relationships with the C-suites, and that will open the trail for RPA to become ubiquitous very quickly. Exciting stuff.