The Light Bulb Moment – Learning to-identify-robotic-automation-opportunities
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Transcript of The Light Bulb Moment – Learning to-identify-robotic-automation-opportunities
Welcome to Today’s Webinar: The Light Bulb Moment –
Learning to Identify Robotic Automation Opportunities
Thursday, May 7th , 201511:00 AM EDT
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 2
A Few Housekeeping Items
Tweet using #openspanautomation
Attendees will be muted. Please enter questions
through the Q&A chat box.
Presentation slides and webinar recording will be
e-mailed to all attendees.
FEATURED PRESENTERS
Scott MerrittEnterprise Transformation
Executive
Raun KilgoEnterprise Transformation
Consultant
Chris WhiteTechnology Delivery
and Operations Architect Allstate
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 4
Today’s Webinar Objectives:
Following today’s webinar, you will have:Learned how to identify and use automation solutions strategically to drive employee productivity.
Received “real-world” advice from leading experts who have led transformation initiatives that yielded millions of dollars in cost savings.
Understood the foundation for creating a bullet-proof business plan that articulates the financial, technical, and operational benefits for your enterprise.
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 5
Robotic Automation (OpenSpan Definition)
Any transaction where automation is used to either partially (Robotic Desktop Automation) or fully automate (Robotic Automation) the work done by a human.
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 6
Robots vs. Humans
Math RapportTrial & Error
Rules
MatchingEmpathy
Retrieval UnderstandingSpeech
Vigilance24/7
Storing Data
Interpreting ImagesInspireHeuristicsAlgorithms
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 7
Current State of OpportunityMix of Human-Required and Fully Automatable Steps in a Task
Full AutomationPartial AutomationLean Manual
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 8
Mix of Human-Required and Fully Automatable Steps in a Task
Lean Manual Full Automation
Current State of Opportunity
Partial Automation
Robotic Desktop
Automation
Robotic Automation
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 9
Enter Account #Sign On
Web Enter New
Application Info
EndStart
Task Level Diagram
Paste
Verified
Process Cycle Time 3 Minutes
Clie
nt /
Se
rver
Mai
nfra
me
CRM
Paste
Sign On
Open Web Page
Copy Cust Info
Enter Acct#Sign On
BAlt Tab
Alt Tab
Alt Tab
Search
Paste Customer
Info
Alt Tab C
Alt Tab A
Alt Tab
A1,B1,C1
No
Alt Tab
Yes
Yes
…Etc, etc
No
Identifying Algorithmic Activity to Automate
Start
Complete New
Customer form
A CB
Customer Record Found
A1
B1
C1
Alt Tab
Alt Tab
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 10
Enter Account #Sign On
Web Enter New
Application Info
EndStart
Task Level Diagram
Paste
Verified
Process Cycle Time Reduced to 20 Seconds!
Clie
nt /
Se
rver
Mai
nfra
me
CRM
Paste
Sign On
Open Web Page
Copy Cust Info
Enter Acct#Sign On
BAlt Tab
Alt Tab
Alt Tab
Search
Paste Customer
Info
Alt Tab C
Alt Tab A
Alt Tab
A1,B1,C1
No
Alt Tab
Yes
Yes
…Etc, etc
No
Identifying Algorithmic Activity to Automate
StartUpdate
Customer Info
A CB
Customer Record Found
A1
B1
C1
Alt Tab
Alt Tab
= Automated Step
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 11
YesNo
No YesYes
Yes
Yes
No
No
Proc
esso
r
Start
Sample Fragmented Back Office Process
Supp
ort S
ervi
ces
Proc
ess
CRM
Identifying Algorithmic Activity to Automate
End End
Start
End
End
No
12
Yes
Yes
No
No
Sample Fragmented Back Office Process
Identifying Algorithmic Activity to Automate
Open request for overdraft
protection.
Is account balance less than
zero?
Is there a related Saving
Account?
Deny application. Notify applicant.
Deny application. Notify applicant.
Approve application.
Notify applicant. Set up account.
Does it have a balance greater
than $500
End
End
Yes
No
Yes
No
End
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 13
Identifying Algorithmic Activity to Automate
SalesForce
Application Usage Timeline
Pega
Attachmate
Microsoft Outlook
Microsoft Excel
Productive Other
Non-Productive
Idle
IdleNon-ProductiveProductive
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 14
Identifying Algorithmic Activity to Automate
SalesForce
Application Usage Timeline
Pega
Attachmate
Microsoft Outlook
Microsoft Excel
Productive Other
Non-Productive
Idle
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 15
Identifying Algorithmic Activity to AutomateWork InstructionsCompany has made decision to not follow certain policies for high value customers or low risk transactions, but primary systems do not have these exception paths.
For these important customers, if their payment is interrupted due to hold code B207: Josh WalkerOpenSpan StaffingCNAAlpharetta Automotive
If charge is… And if documentation or description Then…
$20 or less Override B207 and pay customer.
Between $20.01 and $50.00A supporting document is attached. Override B207 and pay customer.
A supporting document is NOT attached. Deny the charge with B207.
$50.01 or greater
A supporting document in the form of an invoice is attached. Override B207 and pay customer.
No invoice is attached. Deny the charge with B207.
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 16
How to identify good candidatesfor automationDiscuss checklist with SMEs and then observe the process live
We look for tasks or processeswhere we could...
... Automate human physical effort
... Digitalize physical assets (i.e. paper, telephones)
... Automate the prescribed workflow (Doing by design)
... Standardize work activities for efficiency
... Manage singular transactions / simple events
... Persist data for transactional integrity
Where one or more of the following symptoms are often present
Manual re-keying of data between systems or for tracking & recording purposes
People using physical "post -its," virtual "stickies," or excel worksheets to remember rules / information that need to be applied on an ongoing basis
memorize rules / information that need to be applied on an ongoing basis
Use of excel worksheets or calculators to perform repetitive calculations
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 17
Measurement approachCriteria Components Weighting Measurement Scale
Impact
Cost reduction 50% Cost out (e.g. 10 FTE reduction X $40K / FTE is $400K savings) Each component scaled
relative to largest oppty then summed by weight (e.g. If largest cost red. is $2M, it gets .5 pts, $1M gets .25 pts, $0.5M gets .125 pts, etc.)
Max score = 1 point
Customer / Agent experience 35% 100%
Customer / agent time saved (e.g. 1 day shorter SLA X1M transactions is 1M customer / agent days impact)
Employee experience 15%Total employee time saved (e.g. 5 minutes faster X 1M transactions is 5M employee minutes saved)
Feasibility
Process complexity 20% Length of training for onboarding & # of process variables For each component, a
"low" scores get full credit, "medium" scores get half credit, "high" scores get no credit then summed by weight
(e.g. For Process Complexity, "L" gets .2 pts, "M" gets .1 pts, "H" gets 0 pts)
Max score = 1 point
Risk 20%Presence of internal compliance mandates & # of dependent processes / sub-processes
Data complexity 20% 100% # of applications utilized & breadth of data sources
Resource distribution 20% # of handoffs during process
Control of automation 20% Control or influence to support automation effort within Ops
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 18
Process Sub-Process Impact Feasibility
Size($M)
Cust / Agent (K days)
Employee (days) Process Risk Data Resource Control
Policy Admin
Non Premium Endorsements # # # L H L H H
Premium Endorsements # # # M M M H H
New Business # # # L H L H H
Risk Management # # # M H H H H
Claims Services
Transcriptions # # # M H H H L
Subro Demand # # # L H H H H
Recovery # # # L L H H H
Contact Center
Level 2 # # # L M M H H
Knowledge search # # # L M H H H
Example: Detail on the specific scores in each sub-dimension for highest impact/ feasibility opportunities
= High = Medium = Low
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 19
Robotic Process Automation Output
Results
80 Process/Sub Processes identified as RPA candidates based on our filters
Applying scorecard criteria concerning Feasibility and Impact highlighted top 10 focus areas
• Important to separate short iterative RPA’s from core system enhancements
RPA in production
Currently we are using software bots to process 4,075 transactions daily
• Replaced point and click and screen to screen navigation
SLA’s have been reduced from days to minutes
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 20
Opportunities are Everywhere
WireTransfer
Fraud Deposit
StatementReconciliation
DeductiblePayment
DisputeResolution
Credit CardSign up
WeddingRegistry Setup
Order PoliceReport
ClaimRepair
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 21
Transaction OptimizationRobotic Automation Framework
Inbound Transactions = OpenSpan Automation Points
Work initiation Work initiation
Gather Inputs
Make a decision
Execute
Document
Full Automation?
= Manual Steps
Straight Through
Processing
Gather Inputs
Make a decision
Execute
Document
Robotic Desktop Automation Robotic Automation
Non-Electronic Format Electronic Format
N Y
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 22
Baseline Statistics - GeneralQuestions Operational Department
Employees / CSRs
# of Full Time Equivalent Employees 100
# of Calls or Transactions per Employee Per Day/Month/Year 50
Per Employee Cost (Wages and Benefits) $35,000
Per Employee Cost (Fully Loaded) $42,000
What is your average new hire training time? 50
Training mix. 50% Tech, 50% Soft Skills
Seasonal variations? No
Occupancy Rate(Planned time doing productive work divided by paid time) 75%
Shrinkage Rate (Unplanned time detracting from doing productive work divided by paid time) 10%
Utilization Rate(Total time performing productive tasks divided by paid time) 65%
Employee to Supervisor ratio 12/1
23
Minimum Improvement Opportunity
Field validated method for quickly sizing potential short-term impact of robotic automations.
Minimum Improvement Opportunity is the quantified difference in production between top performers and the worker population mean.
(Calls per Day)
(Avg. sales per call)
$72
29
32
$64
Top Agent
Avg. Agent
Example: UniSpan Global Call Center
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 24
MIO – Quick Executive Business CaseAgents StatsAverage Talk Time 1044Average Hold Time 5Average After Call Work 39Revenue Per Contact $1,200FCR Rate 72%
Average of Top 5 Agents
Average Handle Time 860Average Hold Time 1Average After Call Work 25Revenue Per Contact $1,600FCR Rate 80%
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 25
Webinar Recap
An understanding of robotic automation in terms of
capabilities, features and benefits.
Knowledge of what robotic automation can and
cannot do.
The ability to clearly articulate robotic automation’s
important role in transformation.
The Light Bulb Moment – Learning to Identify Robotic Automation Opportunities 26
Upcoming Webinar
Next Webinar:“Building a Bullet Proof Business Case for Automation Solutions in
the Enterprise.”
Thursday, June 18th at 11am ET
If you would like more information, or to see a live demo, email us at [email protected]
Additional questions?
Raun: [email protected] | Scott: [email protected]
follow us on twitter:@openspan
join the openspan conversation!
Thank You for Attending! Next Webinar:
“Building a Bullet Proof Business Case for Automation Solutions in the Enterprise.”
Thursday, June 18th at 11am ET