SlideShare a Scribd company logo
1 of 6
How Artificial
Intelligence can help
Wealth Mangers in
facing Client
Management
issues?
To be presented by : Keyur
Assess goals
Define strategy
Implement
Monitor
Key Drivers :
• Advisor gathers info from various department to
offer suitable product
• Open questions leading to frequent inputs from
Clients
• Longer time for planning/offering products
How AI can help?
AI can help in robust Real Time Financial
Planning, make initial meeting more
productive.
With AI’s Natural Language Processing (NLP)
technique, advisor can offer best tailored
solution for client without missing even a
single input from them.
Need to implement:
• Per leading consulting companies wealth management reports, more than 40 % advisors have shown interest in using AI to provide more tailored solutions to the
mass affluent & HNWI (High Net Worth Individual) including millennial's which was otherwise given mainly to UHNWI (Ultra High Net Worth Individual) .
• By 2025, more than 50% of the companies will be using AI to evaluate client’s profile, & offer more suitable products considering various other factors.
AI can dynamically
process/synthesize client’s
inputs in real time by accurately
predicting clients goals &
financial events, estimate
projection & help WM offer
robust tailored financial
solution.
Review Strategy
Client management Issue:
• Build a portfolio as per clients growing needs & changing
expectations
NLP : sentence as spoken : I want to retire at 56.
structured data: Need Life’s event Parameter Trigger Rules
Current Approach :
Key Drivers :
• During monitoring period, advisors monitor
performance, associate a reason for non
performance if any.
• Revise strategy, implement the revised strategy
• Resulting, longer time to detect an underlying issue,
Loss in downside/non performing portfolio.
Need to implement:
• As per the reports of leading consulting companies, 68% of advisors feels that AI can help detect & predict 35% of uncertainties, which can be used to protect portfolio
performance.
• By 2021, 40% of risk models will be AI enabled, which can be used to manage downside in portfolio performance due to uncertainties.
Client management issue :
• Maintain portfolio performance as per
client’s expectation in a period of
uncertainty.
• Geopolitical uncertainty
• Growing concerns over the trade war
How AI can help?
• AI’s unsupervised algorithm (Machine learning) uses deep learning technique
which can analyze data from various sources, and arrive at conclusion.
• Combining the above technique with predictive algorithm can help infer results,
Thereby enable advisor to detect & react first in uncertainties.
• AI’s ability to detect uncertainties can help advisor respond timely & mitigate
downside risk, maintain portfolio performance
• AI enabled sophisticated risk based models can thus be applied on the client’s
portfolio, which can protect its performance
Key Drivers :
• Frequent regulatory changes, compliance are raising a lot
of doubts/queries.
• Maintaining balance between expectation of Gen X vs
Gen Y, Old vs New, Manual vs Automatic, Slow vs fast.
Need to implement:
• About 54% of advisor believes that AI can help improve customer experience, reduce attrition, concerns can be addressed with accuracy & in real time
• 62% of millennial prefers robo advisor (chatbots), consider its to use, easy advice & offerings, making exciting/interactive experience
Client management issue :
• Address client’s concerns on the fly
• Honor millennial’s expectation such as lower
fees, simple products, greater portfolio
transparency
How AI can help?
• AI’s ML combined with Augmented reasoning (AR) techniques can analyze data
from various sources & logically derive accuracy. This can address client’s
concerns on the go such as complexity around cross border business, compliance
risk. Such questions otherwise are difficult to be answered by advisor.
• Its about giving right info at right time to clients. WM can’t ask clients to wait to
resolve such concerns on their own. These form a key for better customer
experience.
• With AI ML supervised algorithm, Robo advisor, chatbots can be trained by
advisor with samples, which then makes rule & can be used dynamically to
analyze clients input and predict financial events, suggest portfolio.
• Its cost effective, offers simple & comprehensive products information, thereby
help to drive down cost, provide ace customer experience expected by Millennial.
Key Drivers :
• Advisors spending a lot of time analyzing data for client’s
reporting.
• Source & amount of data to be analyzed for client’s
reporting are growing & getting complex, thereby taking lot
of advisor’s time collating necessary details.
Need to implement:
• Advisors spend around 15% to 20% of their time in gathering necessary details for client’s reporting.
• Most of them believe AI can help automate, produce most accurate data for reporting, freeing their time to attend more clients.
Client management issue :
• Need for tailored reporting is growing,
mass affluent clients are expecting
personal attention
• Advisors manually gather required data
& prepare performance reports as per
client’s need.
How AI can help?
With help of AI, client’s reporting experience can be taken to a whole new level.
• NLP can help understand clients reporting need from the meeting
• Infer frequency of reporting
Analyze unstructured data gathered in the call, synthesize the scenarios
automatically gather required data from various sources, financial reports and
present advisor with relevant/accurate details for client’s reporting.
Consequently, advisors can focus more time on client’s acquisition, interaction and
still provide tailored client reporting.
References
1. “Transformative Nature of AI in Wealth Management”, Dejan Knezevic , Gary Teelucksingh, Capco.
2. “Trends in Wealth Management 2017-18”, Capgemini Wealth Management Report, June 2018.
3. “Disruptive Trend’s in Wealth Management”, Gauthier Vincent, Jared Goldstein, Sean Cunniff, Deloitte.
4. “Could your client need be your competitive advantage? The experience factor: the new growth engine in Wealth
Management”, Ernst & Young Report, EY 2017
5. “Applying AI in Wealth Management”, Ernst & Young, Finantix report, Wealth Briefing, 2017 ClearView Financial
Media Ltd.

More Related Content

What's hot

FinTech @Scale-PwC Overview
FinTech @Scale-PwC OverviewFinTech @Scale-PwC Overview
FinTech @Scale-PwC OverviewViktor Sinzig
 
FinTech Overview Brochure (1)
FinTech Overview Brochure (1)FinTech Overview Brochure (1)
FinTech Overview Brochure (1)Diego Calix
 
FinTech Overview Brochure
FinTech Overview BrochureFinTech Overview Brochure
FinTech Overview BrochureViktor Sinzig
 
Call center analytics
Call center analyticsCall center analytics
Call center analyticsSpectrum
 
The digital-insurer-innovation-award-application-deck-for-ntuc-income
The digital-insurer-innovation-award-application-deck-for-ntuc-incomeThe digital-insurer-innovation-award-application-deck-for-ntuc-income
The digital-insurer-innovation-award-application-deck-for-ntuc-incomeThe Digital Insurer
 
Connect the ROI Dots with a Customer Experience Value Strategy
Connect the ROI Dots with a Customer Experience Value StrategyConnect the ROI Dots with a Customer Experience Value Strategy
Connect the ROI Dots with a Customer Experience Value StrategyPeppers & Rogers Group
 
Q4 Webinar_Future Perspectives in Contracting-v4
Q4 Webinar_Future Perspectives in Contracting-v4Q4 Webinar_Future Perspectives in Contracting-v4
Q4 Webinar_Future Perspectives in Contracting-v4Jennifer Hartwell
 
Henry Woodcock IRESS - IRESS Mortgage Conference 2017
Henry Woodcock IRESS - IRESS Mortgage Conference 2017 Henry Woodcock IRESS - IRESS Mortgage Conference 2017
Henry Woodcock IRESS - IRESS Mortgage Conference 2017 IRESS
 
TDI Startup InsurTech Award - Transforming the-crm-experience-with-mobility-i...
TDI Startup InsurTech Award - Transforming the-crm-experience-with-mobility-i...TDI Startup InsurTech Award - Transforming the-crm-experience-with-mobility-i...
TDI Startup InsurTech Award - Transforming the-crm-experience-with-mobility-i...The Digital Insurer
 

What's hot (11)

FinTech @Scale-PwC Overview
FinTech @Scale-PwC OverviewFinTech @Scale-PwC Overview
FinTech @Scale-PwC Overview
 
1000 track1 Ramirez
1000 track1 Ramirez1000 track1 Ramirez
1000 track1 Ramirez
 
Market Awareness Overview
Market Awareness OverviewMarket Awareness Overview
Market Awareness Overview
 
FinTech Overview Brochure (1)
FinTech Overview Brochure (1)FinTech Overview Brochure (1)
FinTech Overview Brochure (1)
 
FinTech Overview Brochure
FinTech Overview BrochureFinTech Overview Brochure
FinTech Overview Brochure
 
Call center analytics
Call center analyticsCall center analytics
Call center analytics
 
The digital-insurer-innovation-award-application-deck-for-ntuc-income
The digital-insurer-innovation-award-application-deck-for-ntuc-incomeThe digital-insurer-innovation-award-application-deck-for-ntuc-income
The digital-insurer-innovation-award-application-deck-for-ntuc-income
 
Connect the ROI Dots with a Customer Experience Value Strategy
Connect the ROI Dots with a Customer Experience Value StrategyConnect the ROI Dots with a Customer Experience Value Strategy
Connect the ROI Dots with a Customer Experience Value Strategy
 
Q4 Webinar_Future Perspectives in Contracting-v4
Q4 Webinar_Future Perspectives in Contracting-v4Q4 Webinar_Future Perspectives in Contracting-v4
Q4 Webinar_Future Perspectives in Contracting-v4
 
Henry Woodcock IRESS - IRESS Mortgage Conference 2017
Henry Woodcock IRESS - IRESS Mortgage Conference 2017 Henry Woodcock IRESS - IRESS Mortgage Conference 2017
Henry Woodcock IRESS - IRESS Mortgage Conference 2017
 
TDI Startup InsurTech Award - Transforming the-crm-experience-with-mobility-i...
TDI Startup InsurTech Award - Transforming the-crm-experience-with-mobility-i...TDI Startup InsurTech Award - Transforming the-crm-experience-with-mobility-i...
TDI Startup InsurTech Award - Transforming the-crm-experience-with-mobility-i...
 

Similar to Apply AI to resolve client management issues in Wealth Management

TOAP Annual Summit 2017
TOAP Annual Summit 2017TOAP Annual Summit 2017
TOAP Annual Summit 2017Archana Shah
 
AI in Banking Industry and Effects on Customers.pdf
AI in Banking Industry and Effects on Customers.pdfAI in Banking Industry and Effects on Customers.pdf
AI in Banking Industry and Effects on Customers.pdfCeyhun Jay Tugcu
 
Finlytica Solutions Brief​
Finlytica Solutions Brief​Finlytica Solutions Brief​
Finlytica Solutions Brief​PegasusKnowledge
 
Wealth Management: How Digital & Learning Algorithms Advance Holistic Advice
Wealth Management: How Digital & Learning Algorithms Advance Holistic AdviceWealth Management: How Digital & Learning Algorithms Advance Holistic Advice
Wealth Management: How Digital & Learning Algorithms Advance Holistic AdviceCognizant
 
The next generation advisory model the hybrid 2019
The next generation advisory model   the hybrid 2019The next generation advisory model   the hybrid 2019
The next generation advisory model the hybrid 2019Antony Bream
 
Business analytics & strategy
Business analytics & strategyBusiness analytics & strategy
Business analytics & strategyAsif Hameed
 
Customer Experience Software.ppt
Customer Experience Software.pptCustomer Experience Software.ppt
Customer Experience Software.pptsharmatulika51
 
Comm100 Agent Assist
Comm100 Agent AssistComm100 Agent Assist
Comm100 Agent AssistComm100
 
The IoT X factor: Maximizing customer & employee experiences_MTI
The IoT X factor: Maximizing customer & employee experiences_MTIThe IoT X factor: Maximizing customer & employee experiences_MTI
The IoT X factor: Maximizing customer & employee experiences_MTINational Retail Federation
 
Customer Satisfaction Using Hyper personalization Opportunities
Customer Satisfaction Using Hyper personalization OpportunitiesCustomer Satisfaction Using Hyper personalization Opportunities
Customer Satisfaction Using Hyper personalization OpportunitiesSridhar Srigiriraju
 
Hyper personalization Solutions
 Hyper personalization Solutions Hyper personalization Solutions
Hyper personalization SolutionsRenin Research
 
How to Efficiently Transform Your Customer Service Through AI
How to Efficiently Transform Your Customer Service Through AIHow to Efficiently Transform Your Customer Service Through AI
How to Efficiently Transform Your Customer Service Through AIAggregage
 
Saarthi AI
Saarthi AI Saarthi AI
Saarthi AI brand44
 
5 chìa khóa để bạn thành công trong dịch vụ khách hàng.pdf
5 chìa khóa để bạn thành công trong dịch vụ khách hàng.pdf5 chìa khóa để bạn thành công trong dịch vụ khách hàng.pdf
5 chìa khóa để bạn thành công trong dịch vụ khách hàng.pdfBrothers61
 
Convergytics capabilites and profile
Convergytics capabilites and profileConvergytics capabilites and profile
Convergytics capabilites and profileSantosh Atre
 
Boost o2c efficiency with digital assistants - Emagia Gia
Boost o2c efficiency with digital assistants - Emagia GiaBoost o2c efficiency with digital assistants - Emagia Gia
Boost o2c efficiency with digital assistants - Emagia GiaEmagia
 
Grinex Czech Republic workshop at GGI World Conference Vienna 2017
Grinex Czech Republic workshop at GGI World Conference Vienna 2017Grinex Czech Republic workshop at GGI World Conference Vienna 2017
Grinex Czech Republic workshop at GGI World Conference Vienna 2017Richard Jahoda
 

Similar to Apply AI to resolve client management issues in Wealth Management (20)

Toap 2017-videox
Toap 2017-videoxToap 2017-videox
Toap 2017-videox
 
TOAP Annual Summit 2017
TOAP Annual Summit 2017TOAP Annual Summit 2017
TOAP Annual Summit 2017
 
AI in Banking Industry and Effects on Customers.pdf
AI in Banking Industry and Effects on Customers.pdfAI in Banking Industry and Effects on Customers.pdf
AI in Banking Industry and Effects on Customers.pdf
 
Finlytica Solutions Brief​
Finlytica Solutions Brief​Finlytica Solutions Brief​
Finlytica Solutions Brief​
 
Wealth Management: How Digital & Learning Algorithms Advance Holistic Advice
Wealth Management: How Digital & Learning Algorithms Advance Holistic AdviceWealth Management: How Digital & Learning Algorithms Advance Holistic Advice
Wealth Management: How Digital & Learning Algorithms Advance Holistic Advice
 
The next generation advisory model the hybrid 2019
The next generation advisory model   the hybrid 2019The next generation advisory model   the hybrid 2019
The next generation advisory model the hybrid 2019
 
Business analytics & strategy
Business analytics & strategyBusiness analytics & strategy
Business analytics & strategy
 
Customer Experience Software.ppt
Customer Experience Software.pptCustomer Experience Software.ppt
Customer Experience Software.ppt
 
Comm100 Agent Assist
Comm100 Agent AssistComm100 Agent Assist
Comm100 Agent Assist
 
The IoT X factor: Maximizing customer & employee experiences_MTI
The IoT X factor: Maximizing customer & employee experiences_MTIThe IoT X factor: Maximizing customer & employee experiences_MTI
The IoT X factor: Maximizing customer & employee experiences_MTI
 
Customer Satisfaction Using Hyper personalization Opportunities
Customer Satisfaction Using Hyper personalization OpportunitiesCustomer Satisfaction Using Hyper personalization Opportunities
Customer Satisfaction Using Hyper personalization Opportunities
 
Hyper personalization Solutions
 Hyper personalization Solutions Hyper personalization Solutions
Hyper personalization Solutions
 
How to Efficiently Transform Your Customer Service Through AI
How to Efficiently Transform Your Customer Service Through AIHow to Efficiently Transform Your Customer Service Through AI
How to Efficiently Transform Your Customer Service Through AI
 
Saarthi AI
Saarthi AI Saarthi AI
Saarthi AI
 
5 chìa khóa để bạn thành công trong dịch vụ khách hàng.pdf
5 chìa khóa để bạn thành công trong dịch vụ khách hàng.pdf5 chìa khóa để bạn thành công trong dịch vụ khách hàng.pdf
5 chìa khóa để bạn thành công trong dịch vụ khách hàng.pdf
 
Convergytics capabilites and profile
Convergytics capabilites and profileConvergytics capabilites and profile
Convergytics capabilites and profile
 
BankSight ROI White Paper
BankSight ROI White PaperBankSight ROI White Paper
BankSight ROI White Paper
 
Boost o2c efficiency with digital assistants - Emagia Gia
Boost o2c efficiency with digital assistants - Emagia GiaBoost o2c efficiency with digital assistants - Emagia Gia
Boost o2c efficiency with digital assistants - Emagia Gia
 
Suresh resume 2016__2_
Suresh resume 2016__2_Suresh resume 2016__2_
Suresh resume 2016__2_
 
Grinex Czech Republic workshop at GGI World Conference Vienna 2017
Grinex Czech Republic workshop at GGI World Conference Vienna 2017Grinex Czech Republic workshop at GGI World Conference Vienna 2017
Grinex Czech Republic workshop at GGI World Conference Vienna 2017
 

Recently uploaded

Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024BookNet Canada
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxnull - The Open Security Community
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
costume and set research powerpoint presentation
costume and set research powerpoint presentationcostume and set research powerpoint presentation
costume and set research powerpoint presentationphoebematthew05
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
Unlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power SystemsUnlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power SystemsPrecisely
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024Neo4j
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesSinan KOZAK
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitecturePixlogix Infotech
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 

Recently uploaded (20)

Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort ServiceHot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
 
costume and set research powerpoint presentation
costume and set research powerpoint presentationcostume and set research powerpoint presentation
costume and set research powerpoint presentation
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
Unlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power SystemsUnlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power Systems
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
The transition to renewables in India.pdf
The transition to renewables in India.pdfThe transition to renewables in India.pdf
The transition to renewables in India.pdf
 
Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024Build your next Gen AI Breakthrough - April 2024
Build your next Gen AI Breakthrough - April 2024
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen Frames
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC Architecture
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 

Apply AI to resolve client management issues in Wealth Management

  • 1. How Artificial Intelligence can help Wealth Mangers in facing Client Management issues? To be presented by : Keyur
  • 2. Assess goals Define strategy Implement Monitor Key Drivers : • Advisor gathers info from various department to offer suitable product • Open questions leading to frequent inputs from Clients • Longer time for planning/offering products How AI can help? AI can help in robust Real Time Financial Planning, make initial meeting more productive. With AI’s Natural Language Processing (NLP) technique, advisor can offer best tailored solution for client without missing even a single input from them. Need to implement: • Per leading consulting companies wealth management reports, more than 40 % advisors have shown interest in using AI to provide more tailored solutions to the mass affluent & HNWI (High Net Worth Individual) including millennial's which was otherwise given mainly to UHNWI (Ultra High Net Worth Individual) . • By 2025, more than 50% of the companies will be using AI to evaluate client’s profile, & offer more suitable products considering various other factors. AI can dynamically process/synthesize client’s inputs in real time by accurately predicting clients goals & financial events, estimate projection & help WM offer robust tailored financial solution. Review Strategy Client management Issue: • Build a portfolio as per clients growing needs & changing expectations NLP : sentence as spoken : I want to retire at 56. structured data: Need Life’s event Parameter Trigger Rules Current Approach :
  • 3. Key Drivers : • During monitoring period, advisors monitor performance, associate a reason for non performance if any. • Revise strategy, implement the revised strategy • Resulting, longer time to detect an underlying issue, Loss in downside/non performing portfolio. Need to implement: • As per the reports of leading consulting companies, 68% of advisors feels that AI can help detect & predict 35% of uncertainties, which can be used to protect portfolio performance. • By 2021, 40% of risk models will be AI enabled, which can be used to manage downside in portfolio performance due to uncertainties. Client management issue : • Maintain portfolio performance as per client’s expectation in a period of uncertainty. • Geopolitical uncertainty • Growing concerns over the trade war How AI can help? • AI’s unsupervised algorithm (Machine learning) uses deep learning technique which can analyze data from various sources, and arrive at conclusion. • Combining the above technique with predictive algorithm can help infer results, Thereby enable advisor to detect & react first in uncertainties. • AI’s ability to detect uncertainties can help advisor respond timely & mitigate downside risk, maintain portfolio performance • AI enabled sophisticated risk based models can thus be applied on the client’s portfolio, which can protect its performance
  • 4. Key Drivers : • Frequent regulatory changes, compliance are raising a lot of doubts/queries. • Maintaining balance between expectation of Gen X vs Gen Y, Old vs New, Manual vs Automatic, Slow vs fast. Need to implement: • About 54% of advisor believes that AI can help improve customer experience, reduce attrition, concerns can be addressed with accuracy & in real time • 62% of millennial prefers robo advisor (chatbots), consider its to use, easy advice & offerings, making exciting/interactive experience Client management issue : • Address client’s concerns on the fly • Honor millennial’s expectation such as lower fees, simple products, greater portfolio transparency How AI can help? • AI’s ML combined with Augmented reasoning (AR) techniques can analyze data from various sources & logically derive accuracy. This can address client’s concerns on the go such as complexity around cross border business, compliance risk. Such questions otherwise are difficult to be answered by advisor. • Its about giving right info at right time to clients. WM can’t ask clients to wait to resolve such concerns on their own. These form a key for better customer experience. • With AI ML supervised algorithm, Robo advisor, chatbots can be trained by advisor with samples, which then makes rule & can be used dynamically to analyze clients input and predict financial events, suggest portfolio. • Its cost effective, offers simple & comprehensive products information, thereby help to drive down cost, provide ace customer experience expected by Millennial.
  • 5. Key Drivers : • Advisors spending a lot of time analyzing data for client’s reporting. • Source & amount of data to be analyzed for client’s reporting are growing & getting complex, thereby taking lot of advisor’s time collating necessary details. Need to implement: • Advisors spend around 15% to 20% of their time in gathering necessary details for client’s reporting. • Most of them believe AI can help automate, produce most accurate data for reporting, freeing their time to attend more clients. Client management issue : • Need for tailored reporting is growing, mass affluent clients are expecting personal attention • Advisors manually gather required data & prepare performance reports as per client’s need. How AI can help? With help of AI, client’s reporting experience can be taken to a whole new level. • NLP can help understand clients reporting need from the meeting • Infer frequency of reporting Analyze unstructured data gathered in the call, synthesize the scenarios automatically gather required data from various sources, financial reports and present advisor with relevant/accurate details for client’s reporting. Consequently, advisors can focus more time on client’s acquisition, interaction and still provide tailored client reporting.
  • 6. References 1. “Transformative Nature of AI in Wealth Management”, Dejan Knezevic , Gary Teelucksingh, Capco. 2. “Trends in Wealth Management 2017-18”, Capgemini Wealth Management Report, June 2018. 3. “Disruptive Trend’s in Wealth Management”, Gauthier Vincent, Jared Goldstein, Sean Cunniff, Deloitte. 4. “Could your client need be your competitive advantage? The experience factor: the new growth engine in Wealth Management”, Ernst & Young Report, EY 2017 5. “Applying AI in Wealth Management”, Ernst & Young, Finantix report, Wealth Briefing, 2017 ClearView Financial Media Ltd.