A Chatbot Dialogue Manager Chatbots and Dialogue Systems: A ...
Deloitte Shared Services Conference 2018 Focus 11: Fast ......Chatbot and robots automation tools...
Transcript of Deloitte Shared Services Conference 2018 Focus 11: Fast ......Chatbot and robots automation tools...
Deloitte Shared Services Conference 2018Focus 11: Fast, agile, data-driven… How to be the GBS that your customer can’t live without
Guy Mercier, Solvay
Solvay Business Services
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Our Solvay Group
Solvay Business Services
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350m€
YEARLY BUDGET
30
SBS: a real global & worldwide footprint
BANGKOK
SINGAPORE
PRINCETON
SÃO PAULO
CURITIBA
COUNTRIES
Regional Offices Service Centers
LYON
BRUSSELS-PARIS
LISBON
RIGA
56%
18%
19%
7%
HEADCOUNT
2000
NATIONALITIES
40
110SITES
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SBS End-to-End Processes service-offering
Procure to Pay (PtP) Order to Cash (OtC) Hire to Retire (HtR)
Record to Report (RtR) Information Services (IS) Services
- 1,295,406 invoices processed
- 44,700 suppliers
- 83.3% supplier payments on time
PILOT - Robotization of report & data
files creation
- 95.6% invoicing accuracy
- 71% payments automatic matching
- 4.89% overdue
- 257 legal entities managed
- Integration of 55 Cytec companies
into Group Reporting
- 91% compliance for Close
New Transfer Price and BFC
administration services go-live
- Google Apps: 80M emails received,
14M sent, 11M documents stored in
Gdrive,
- Freshdesk ticketing tool: 190k
tickets created, 67.24% of users
already satisfied
- 4,200+ HtR tickets created each
month
- 27,000 Solvay employees & 40,000
payslips
- Requests solved in less than 48h
- 99% payment accuracy
- ISO 9001:2015 & ISO 27001:2013
- 62% trained in Customer Centricity
- Customer Satisfaction Survey rating
3,3
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…is supported by a global SBS organization
Latin America
Asia-Pacific
Europe Middle-East Africa
North America
Applications
HtR
PtP
RtR
OtC
Industrial
Research & Innovation
Infrastructure
Digital officeGlobal Delivery
Business Relations
Communication &
Marketing
Users change
Processes
performance
Process expertise
(Finance, HR, Projects/M&A, Risk/Compliance, Vendor mgt)
CUSTOMER
RELATIONSSERVICE DELIVERY
20 1300PROCESS
80 INFORMATION
SERVICES580
SUPPORT
ACTIVITIES 70
HtR
PtP
RtR
OtC
Regional
office
Decision & piloting
solutions
Data Management
HtR
PtP
RtR
OtC
Service
center
HtR
PtP
RtR
OtC
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The SBS transformation is accelerating
2013 2014 2015 2016 2017 2018 …2020
SBS LAUNCH
IMPLEMENTATION
STABILIZATION
TRANSFORMATION
SERVICE
OPTIMIZATION
BUSINESS
ENABLEMENT
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Enhancing
customized
solution
offerings
Reducing
cyclical &
low-growth
businesses
exposure
global sustainable specialty resilient innovativeMORE
[1] Divestment in progress, expected to be finalized by the end of 2018
2011 2012 2013 2014 2015 2016
Ryton
InovynEco
Services
Chem-
logics
Cytec
PCC
Refri-
gerants
Indupa
Pipe-life
Rhodia
Acetow
Viny-
thai
Form.resins
2017
XLcompounds
ACQUISITIONS
DIVESTMENTS
Polyamide
[1]
DakartoBenvic
LT-CFplant
Ener-gain
Benvic
Phos-phorous
Solvay HAS CHANGED: portfolio upgrade
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Our Customers ARE CHANGING FAST
OUR NEW CUSTOMERS :
Our top ten
customers now
include
aerospace and
smart device
Our customers’
expectations are
evolving fast
They want to grow
on highly
competitive
markets
They want
innovative and
personalized
solutions & they
want them fast
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Collaborative business dialogue with GBUs to help
them accelerate profitable growth and create value
Attract, develop and retain talented pool of engaged
top executives strongly committed to Solvay
Drive world class operations, with focus on excellence
to achieve continuous improvement
Foster breakthrough innovation to enable long-term
organic growth in all activities
Continue to take bold and transformative actions to
strengthen our portfolio of specialties
Top Talent
management
Excellence
Breakthrough
innovation
Portfolio
management
5 Differentiating core capabilities
Entrusted with the Group top management
GBU performance
management
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Role of group functions and SBS
Before and after
Functional activities only performed centrally
when it adds value: economies of scale
or improved expertise
Functional activities centralized at Group level,
but unclear roles & responsibilities
in GBU centric model
PROPOSED
AMBITION
SOLVAY
TODAY
GBU-centricity: by default, all activities are performed in the GBUsFunctions and SBS are only involved where they add significant value by:
Managing selected mandatory activities directly, including command and control
on critical policies or processes
Offering optional expert services and sharing experience to assist and support
Group entities
Improving effectiveness and cost efficiency by performing selected mandatory
services centrally for all
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To enable the changes to happen and sustain we promote
Three collaborative behaviours
I take smart risks
I trust
I meet customer and
frontline* needs
* Frontline: our Solvay colleagues who are the closest to our customers
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I will work
on what matters,
in alignment
with Group
priorities
I will feel less
bureaucratic
burden, on
a daily
basis
I will work in
a simpler,
faster, more
collaborative
environment
I will develop
trust
relationships
with colleagues
and
customers
What Oxygen will change
For the individual Solvay employee
WHAT DOES IT MEAN FOR ME?
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Digital Transformation
SBS Digitalization Task force
Objectives
■ Consolidate & Exchange on all initiatives within SBS
■ Share & Align the communication to the group D@S
■ Grow the competencies of SBS on Digital Awareness
& Knowledge
■ Ensure KPIs follow-up on SBS Digitalization initiatives
& achievements
Deliverables
■ Make a Digital Capabilities Assessment of SBS
■ As Is
■ Short term taking into account current projects
2016-2017
■ Middle/Long term taking into account non
budgeted projects & ideas (2017-2019)
Robots will never totally replace human but one
will do fast and with high precision massive
amount of activities…
…the other will design, control, adapt, analyze,
monitor…dream and invent
Our Roadmap 2016-2020 – SBS Digitalization Programs
Enhanced users experience and process transformation
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Why a Chatbot@HtR ?
Customer Centricityincrease employee
experience
Service LevelImprove SLA thanks to faster
response time and extended
service windows.
EfficiencyChatbot and robots automation tools can
function 24/7
ConsistencyChatbots replies always the
same way with up to date
information
Cost SavingsFrequently asked questions &
transactions are delegated to chatbots
offloading support center.
Repetitive and predictive operations can
be forwarded to back-office robots
Agile Scalability and FlexibilityChatbots and robotics engines
can be sized to absorb peak of
activities providing appropriate
response time.
ComplianceChatbots & robotics allow any data accesses
and processes to be logged and retained
onsite for auditing
Employee well being- Employee being replied fast and right
- SBS Call center off-loads from unwarded
and annoyed frequently asked questions
allowing a focus on strong adding-value
tasks.
AnalyticsUser behaviour and chatbot reaction can be logged for
reporting aiming to improve quality of information
(tuning of NLP engine and knowledge bases)
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Vision: aligned Bots with both RoadMap
HR Group Function & SBS HtR
Chatbot Pilot
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Sam masters 1300+ knowledge articles
And 900 expressions in matching groups!
79% of conversations were successfully matched
Over an average of 30 conversations per day
(period: January to July 2018)
In 2 different languages.
Overview of SAM “Solvay And Me”
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Knowledge base
Creation of Matching groups
Self-Learning-supervised by human: Daily
revision of DialogsReformulations manually added
Provide feedback to all users with Negative
feedback
Update social & Solvay knowledge.Decision trees built
What was done?
Knowledge database was built based on 80/20: checking numbers of hits inAsk-HR, only questions with relevant hits.
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TRAINING ● Creation of a video to explain the project and a video for a demo
● Training courses/demos available for the pilot population but not many participations.
COMMUNICATION● Emailings (min 1 per month) sent to the pilot population with: what’s new, statistics on usage
and satisfaction, tips and tricks, what’s next…
○ 1st phase: communications sent to around 1000 people (HRs and Carnaxide
employees)
○ 2nd phase: communications sent to around 7000 people (all FR, BE, PT employees)
● One article in the HtR Newsletter to explain the project
● Communication in different presentations for meetings
COLLECTION OF FEEDBACK / NEEDS ● Survey to receive feedback internal customers. They are all contacted then.
● SAM Challenge in January. Objective: ask the more HR questions possible that people would
like SAM answers. The three first people having written the maximum of questions were the
lucky winners.
● Participation to the Finance Family Forum and Users Day in Brussels and to the Digital day in
Lisbon to present the chatbot and show a demo
Change Management
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★ Total questions per day increase each time a
communication is sent
★ 80% of usage are covered by 145 knowledge
★ 588 used knowledge
Negative feedback
have been gradually decreasingI did not understood your question
FR/BE
ExtensionsVolume of questions asked per day to SAM
Chatbot usage overview
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GBS Landscape (r)evolution (Part 1)
With Fragmented Data and Process Ownership
PtP OCT RtR HtR IS
Parameters N1, N2, N3
Transactions 1, 2 & 3
Modules X, Y & Z
Menu A, B, C
Intranet
USER
GAPS OF
KNOWLEDGE
Templates and
Standards Pushed
You have to know and
You have to be trained!
Error message
Non Standard
From Structured Systems …. “As is”
Facilities
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GBS Landscape (r)evolution (Part 2)
CUSTOMER
Platform / Searches
Knowledge
GroupGroup 2 Group X Algorithm
DATA LAKE
IoT, Big Data, Blockchain …., Integrated Systems
- My fingerprint
- My questions
- My language
- My time
My Favorites
R
P
A
Single
Sign on
24/7
32 Languages
Pro-Active
Predictive
Machine
Learning
To Unstructured Requests with instant information and happy users
Elements Objects
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My Conclusion: Key Strategic Questions
What’s next? GBS as a transformation/speed engine