CUSTOMER EXPERIENCE PREDICTIONS - REPORT 2022

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CUSTOMER EXPERIENCE PREDICTIONS - REPORT 2022
CUSTOMER
EXPERIENCE                                         E XC LU S I V E E B O O K

PREDICTIONS
REPORT 2022
Discover what trends, pain points and
opportunities CX leaders from PepsiCo,
Amazon and Roche, are predicting for 2022

DISCLAIMER: The information in this piece does
not constitute as legal advice and so should not
be regarded as such.
CUSTOMER EXPERIENCE PREDICTIONS - REPORT 2022
Foreword                                                                                                                   Contents                                                2

As the customer experience (CX) industry looked to          Likewise, Voice of the Customer was a priority, with 18 per      Amazon: Strengthen CX teams with intelligent
recover from impact of Covid-19 in 2020, many trends        cent of respondents to the Global State of Customer              automation and holistic recruitment strategies
that emerged during a year of turmoil have continued        Experience 2021 report survey noting that they always            page 4
to intensify in 2021. Looking back on the trends of 2021,   ensure that voice of the customer data reaches the
CX Network has been able to build a foundation that         right department. This highlights the importance of              PepsiCo: Digital hubs to help drive digitalization
will assist in forecasting the trends we are all set to     democratizing data to the right department and reducing          page 5
experience in 2022.                                         data silos remains a continuing priority for CX practitioners.
                                                                                                                             Roche: Successful CX transformations to be led by
          Customer centricity                                         Sustainability                                         VoC - page 6

As it has been in previous years, one of the overarching    Brands have felt rising scrutiny from customers over             DHL Express Manila and Brunei: Advances in
trends in 2021 was ensuring real customer centricity.       sustainability practices and it is beginning to shape            technology will continue to improve employee
More than half of the CX practitioners surveyed for CX      buying decisions in a real way. CX practitioners have            experiences - page 7
Network’s Global State of Customer Experience 2021          noted this, with 80 per cent of those surveyed for CX
reported that customers will switch brands if they are      Network’s Global State of Customer Experience 2021               Talkdesk: AI sceptics risk being left behind their
unsatisfied, meaning companies must work harder than        report saying that customers are becoming more                   competitors - page 8
ever to not only attract, but retain customers.             conscious of sustainability.
                                                                                                                             Standard Chartered Bank: New technologies to
                                                                                                                             ensure frictionless channel integration - page 9
“Brands will become increasingly measured by their wider impact on
the planet...Reinventing existing customer experiences to do so and                                                          Dialog Axiata: Brands must fight to ensure digital
                                                                                                                             transformation does not dilute human-to-human
looking towards future implementations across their customer service
                                                                                                                             interactions - page 10
offering will be a non-negotiable for those wanting to maintain a
competitive edge”                                                                                                            Zen Internet: Sustainability to remain a priority for
                                                                                                                             consumers - page 11
Dean Burdon
Customer experience director at Zen Internet
                                                                                                                             2022 Predictions from CX Network Advisory Board
                                                                                                                             Page 12-13

Customer Experience Predictions Report 2022
CUSTOMER EXPERIENCE PREDICTIONS - REPORT 2022
Foreword                                                                                                                                                                        3

As the worldwide effects of climate change grow more                   Artificial intelligence                                    ROI of customer experience
visible every day, such as in the wildfires witnessed in
Australia or flooding in South Asia, businesses are being    In 2021, the top investment priority for CX                After falling out of the top 10 CX challenges in 2020,
held increasingly more responsible for their effect on the   practitioners (as seen in CX Network’s Global State of     2021 saw ROI troubles regain prominence. CX Network’s
environment. In order to engage with this growing trend      Customer Experience 2021) was artificial intelligence      Global State of Customer Experience 2021 revealed that
organizations should consider the impact their practices     (AI) and machine learning (ML). The digital acceleration   40 per cent of CX practitioners cite demonstrating ROI
have on the environment and what they can do to              triggered by the Covid-19 pandemic coupled with            from CX as their top investment challenges.
reduce it.                                                   the need for automated customer service options as
                                                             customers were forced to take their customer service       This re-centering of proving ROI from CX initiatives may
Elena Devis, vegan category lead at Deliveroo, says that     needs online meant that the use of AI and ML               be a result of competing for business spend, as 33 per
if brands do not implement sustainable changes they          became essential within the past year, with this only      cent of CX practitioners also cited ‘proving ROI’ as their
may see a potential drop in consumer loyalty and NPS,        set to continue.                                           biggest hurdle in gaining investment for CX initiatives in
and limited new customer acquisition.                                                                                   the 2021 Global State report. Despite the growing buy-
                                                                                                                        in from stakeholders, the majority of respondents also
                                                                                                                        stated the pressure around proving return on investment
                                                                                                                        (ROI) is stronger than ever.

                                                                                                                        With these trends from 2021 in mind, in this report experts
                                                                                                                        from Amazon, PepsiCo and Roche give their predictions
                                                                                                                        for the trends all CX practioners should look out for in 2022.

                                                                                                                        Focusing on the company
                                                                                                                        culture of caring about the
                                                                                                                        customer yields better results
                                                                                                                        than any number of planned and
                                                                                                                        organized CX projects
                                                                                                                        Iain Langridge
                                                                                                                        Product and customer experience leader at Amazon

Customer Experience Predictions Report 2022
CUSTOMER EXPERIENCE PREDICTIONS - REPORT 2022
Strengthen CX teams with intelligent automation and                                                                                4

                                  holistic recruitment strategies
                                  Iain Langridge, product and customer experience leader at Amazon

To boost the quality of talent residing in CX teams,                    Augmenting employees with
Langridge explains that as CX is a multi-dimensional                    technological enhancements
function, organizations should hire employees with the                                                                 Lesson
mindset of searching for diversity in cognitive skills.        While automation has traditionally focused on the
                                                               customer, Langridge notes that the complexity of        Use automation to augment employee-
He notes: “The sheer breadth and depth of skills needed        automated experiences and controllability of the        customer interactions, reduce customer wait
to lead a company in CX are still being well and widely        employee environment makes it prime for automation to   times and strengthen CX teams
understood. Until you have professionals who have grown        have a productive impact.
up in CX from day one, you have to ensure that you have
a broad set of skills and original thinking on the team, and   “You can augment employees with automated tools and
that can only come from diverse hiring and skills.”            processes and dramatically improve customer outcomes
                                                               and speed to resolution,” says Langridge.
This talent acquisition approach should build the
needed foundation for the CX department instilling
a customer-centric culture in the wider business.
Customer centricity is central to the success of digital CX
transformation in Langridge’s experience.

“Focusing on the company culture of caring about
the customer yields better results than any number of
planned and organized CX projects,” Langridge notes.
“It works, because you are leveraging the power of many
people in the company to deliver impactful outcomes
across customers’ journeys. So long as you have got
the company measuring and caring about customer
engagement and retention, then you are winning the
war regardless of individual battles.”

Customer Experience Predictions Report 2022
CUSTOMER EXPERIENCE PREDICTIONS - REPORT 2022
Digital hubs to help drive digitalization                                                                                                           5

                                Athina Kanioura, chief strategy and transformation officer at PepsiCo

Using internal digital hubs to encourage                 She believes that by introducing digital hubs                          Give consumers better transparency
employee innovation will become a priority in            designed for real-time collaboration, organizations will
2022, predicts Athina Kanioura, chief strategy and       be able to drive digitalization and increase their digital   By introducing digital hubs, companies will be able
transformation officer at PepsiCo. These internal hubs   delivery networks.                                           to give consumers better transparency on their
will be shared workspaces designed to encourage                                                                       products, including real-time sales and inventory data.
collaboration between employees.                         “By creating an agile and dedicated environment where        Additionally, it will allow employees to utilize predictive
                                                         innovation will thrive, [brands] will have the opportunity   decision-making tools, allowing them to address
                                                         to lead work that will reach global scale,” says Kaniora     customer issues quicker.

                                                                                                                           Lesson

                                                                                                                           Introduce internal digital hubs to
                                                                                                                           increase employee innovation and accuracy
                                                                                                                           around the service they deliver to your customers

                                                                                                                      “By creating an agile and
                                                                                                                      dedicated environment where
                                                                                                                      innovation will thrive, [brands]
                                                                                                                      will have the opportunity to lead
                                                                                                                      work that will reach global scale,”
                                                                                                                      Athina Kanioura
                                                                                                                      Chief strategy and transformation officer
                                                                                                                      at PepsiCo

Customer Experience Predictions Report 2022
CUSTOMER EXPERIENCE PREDICTIONS - REPORT 2022
Successful CX transformations to be led by VoC                                                                                                           6

                                André Grandt, customer experience chapter lead and transformation officer at Roche

Over the next 12 months, there will be a focus in the         Grandt also believes that in 2022 businesses will                       Increase customer feedback
customer experience space on designing intuitive,             become less concerned with ROI and more with doing                      touchpoints
consistent digital and omnichannel experiences, says          social good as customers begin to evaluate brands
André Grandt, customer experience chapter lead                and base their buying decisions on sustainability             In order to engage with this strategy, Grandt suggests
and transformation officer at Roche. To do this in a          priorities and ethics.                                        that brands shift their mindset from capturing customer
streamlined manner brands should look to customer                                                                           feedback at only a few, isolated touchpoints to capturing
behaviors to guide their transformation projects.             “Going forward customers are evaluating more than ever        customers’ signals at every touchpoint consistently. This,
                                                              before. This will include [considerations] such as how well   Grandt says, will enable brands to better predict and
Grandt says: “More and more companies are realizing           [your company] treats [its] staff, in what ways you as a      respond to their customers’ needs and wants.
they have key customer signals, for example behavioral        business support your community, and whether you make
[or] emotional, that they must capture, analyze, learn from   a positive contribution to society. All of these count and
and act on to enhance customer experiences.”                  enhance your overall customer experience,” he explains.            Lesson

                                                                                                                                 Capture signals at every touchpoint
                                                                                                                                 to better respond to customer needs.

                                                                                                                            “More and more companies
                                                                                                                            are realizing they have other
                                                                                                                            key customer signals... that
                                                                                                                            they must capture, analyze,
                                                                                                                            learn from and act on to
                                                                                                                            enhance customer experiences.”
                                                                                                                            André Grandt
                                                                                                                            Customer experience chapter lead and transformation
                                                                                                                            officer at Roche

Customer Experience Predictions Report 2022
Advances in technology will continue to improve                                          7

                                 employee experiences
                                 Julian Neo, managing director of DHL Express Manila and Brunei

Remote working will stand as an integral part of future       too caught up by what is trending; [while] it is good
workforce models, according to Julian Neo, managing           for others, this does not necessarily mean it is good for
director of DHL Express Manila and Brunei. While the          you too.”
“new normal” is still evolving, he believes that technology
will continue to place employees in a stronger position to    “Automation not only increases
deliver for customers.
                                                              productivity but more importantly,
Neo says: “We have learnt that automation can be              it improves our employee
leveraged for mundane tasks and what this does is             experience as well.”
free up valuable time for our employees to do more
meaningful work like connecting with the customers.
                                                              Julian Neo
                                                              Managing director of DHL Express Manila and Brunei

“Automation not only increases productivity but more
importantly, it improves our employee experience as
well,” he continues. “So we will continue to find that
balance between technology while still providing the               Lesson
human touch in our customer interactions.”
                                                                   Utilize technology to improve both customer
          Make data-led technology decisions                       and employee experience.

Despite the enticing promises made by the potential of
technology, Neo advises CX practitioners resist blindly
jumping on the technology bandwagon and instead focus
on what matters most to their customers and employees.

He shares: “Identify [your customers’] needs and then
work on finding the best solution. Be careful not to get

Customer Experience Predictions Report 2022
AI sceptics risk being left behind their competitors                                                                                                 8

                                  Jay Gupta, product marketing director at Talkdesk

The growth of digital customer engagement will mean             more than half plan to invest in AI-enabled tools in the   their agility to adapt to changing business needs, says
AI-based solutions and capabilities will become more            next year.                                                 Gupta. She continues by saying that organizations
prevalent, predicts Jay Gupta, product marketing                                                                           that do not adopt AI into everyday functions and tasks
director at Talkdesk.                                                        Introduce automation or risk lower            will struggle to compete in their respective markets,
                                                                             customer and employee satisfaction            negatively impacting CX.
“AI sets an intelligent foundation to meet rising customer
demand, and reinforces the need for delivering simple           Gupta predicts: “The CX trends for 2022 previously         She also explains that by ignoring routine tasks
and frictionless ways for customers to interact with            mentioned will be impacted and accelerated by the          automation will lead to lost opportunities for efficiency
businesses,” she explains.                                      investment of AI technologies in contact centers, which    gains, reducing agent productivity and potentially
                                                                works as a differentiation point for the competitive       affecting morale and ultimately putting customer
The importance of AI is fast becoming a priority as it is       landscape in every industry.”                              satisfaction at risk.
the only way to scale the automation of processes and
workflows that previously required human effort, Gupta          She continues, saying that ignoring these trends and       Gupta adds: “Organizations that do not focus on
shares. CX professionals are becoming particularly              the application of AI functionalities in the contact       convenience and personalization with customer self-
focused on using AI to save time for both customers and         center will mean organizations are left behind, as these   service options risk harming the customer journey, and
agents and adding extra layers of convenience with              technologies are increasingly shaping the future of        CSAT which includes the need for 24/7 customer service
customer self-service options. Faster, more accurate            customer experience.                                       and offering personalized experiences.”
solutions and a streamlined, connected workflow are
integral to achieving the right level of personalized           “AI is now considered a necessity to compete effectively
experiences that customers now expect.                          by delivering faster, more accurate customer service            Lesson
                                                                and contact centers cannot sustain growing staffing
Trends like this can also spill over to retail use cases as     issues and scaling customer service without the help of         Organizations must introduce AI
retailers are pursuing their CX priorities making significant   intelligent technology,” she notes.                             solutions to prevent being left behind
investments in customer feedback, self-service and                                                                              by digital acceleration
digital channels. However, research conducted by                By not considering the automation of processes and
Talkdesk for its report Powering retail growth: The next        workflows in the contact center and continuing to use
generation of contact centers has found that most               inflexible legacy systems, organizations run the risk of
retailers’ self-service capabilities do not leverage AI, but    being immobilized in their quest to be digital-first and

Customer Experience Predictions Report 2022
New technologies to ensure frictionless channel integration                                                                                    9

                                 Millie Gillon, MD and global head of CX at Standard Chartered Bank

In 2021, many companies optimized their customer            and] compare them in a different store and [end up]            forecasting and do an impact analysis. Future
journeys, as Gillon observes. She believes companies will   purchasing the [product] online. In [a] scenario [like this]   forecasting can additionally help teams to come up
continue to introduce new technological enhancements        most of companies [will] struggle to have a holistic view      with new innovations and ride the change rather than
to buyers’ journeys in 2022.                                of the journey. In 2022, [I] believe this will get better      observing them from a distance.
                                                            using technologies like geo-fencing and store agent
One key improvement area that needs to be addressed         assistive technologies.”
over the next 12 months in Gillion’s opinion, however,
is channel integration. The sporadic channel choices                  Proactive analysis for change
customers can make intensifies the need for frictionless              management                                               Lesson
channel experiences.
                                                            Gillon suggests to intelligently identify the                      Introduce future forecasting to engage
Gillon explains: “A customer visits a store [of a brand]    technological upgrades required, CX practitioners                  with trends head-on.
to enquire about a product, [but then they can go           should frequently organize workshops around future

“To intelligently identify the
technologicall upgrades required,
CX practitioners should frequently
organize workshops around future
forecasting and impact analysis.”
Millie Gillon
MD and global head of CX at Standard Chartered Bank

Customer Experience Predictions Report 2022
Brands must fight to ensure digital transformation does                                                                     10

                                not dilute human-to-human interactions
                                Sandra de Zoysa, group chief customer officer at Dialog Axiata

De Zoysa notes that while the Covid-19 pandemic            De Zoysa stresses the importance of this, stating:
had a devastating impact, there were a few                 “Although customers are adopting to new self-service
advances within the business realm that should be          solutions, it is essential that organizations continue to   Lesson
acknowledged, including the accelerated adoption of        have the human connection with the customers. Digital
digital channels.                                          adoption leapfrogged during the pandemic, especially        While automation can be useful, it
                                                           in lockdown periods, but I feel that the physical touch     is important to balance it with
In 2022, de Zoysa believes that the objective for brands   points, such as retail outlets, will continue to serve      human connect.
should be to retain their digital customers and push       customers as due consideration need to be given to
for further adoption through the implementation of         customer segments who might not be as tech literate.”
sophisticated technologies such as AI, ML, augmented
reality, intelligent automation and 5G.

De Zoysa explains: “The modern customer in this social
media era is used to immediate gratification where
purchasing and servicing is expected to be an ‘always
on’ experience. Hence organizations will need to evolve
their digital platforms quickly to be able to meet the
customer expectations.”   

          Balance humanity with automation

When considering digital transformation, de Zoysa
advises organizations to seek to balance humanity with
automation. While digitization delivers convenience to
customers, it does not match real human-to-human
interactions where relationships can be built through
empathy, understanding and rapport.

Customer Experience Predictions Report 2022
Sustainability to remain a priority for consumers                                                                                11

                                  Dean Burdon, customer experience director at Zen Internet

Burdon believes that the evolving needs and                             Introducing a greener culture
expectations of consumers will pressure businesses
                                                                                                                        Lesson
into prioritizing sustainability in 2022, especially as the   Burdon anticipates that in 2022 there will be a
climate emergency becomes a higher concern for                growing customer demand for a greener culture. He
                                                                                                                        The pressure for businesses to be
many consumers.                                               believes that this will in turn challenge the CX design
                                                                                                                        sustainable is only going to increase in
                                                              principles that are preoccupied primarily with costs,
                                                                                                                        2022, so do not ignore it.
“Brands will become increasingly measured by their            profits, NPS scores and customer retention.
wider impact on the planet and will be held accountable
by their customers and stakeholders,” Burdon explains.        “Businesses will need to start to rethink legacy
“Reinventing existing customer experiences to do so and       processes within their CX design that negatively impact
looking towards future implementations across their           the environment and roll out more sustainable
customer service offering will be a non-negotiable for        alternatives to help ensure continued customer
those wanting to maintain a competitive edge.”                satisfaction,” he adds.

“Brands will become increasingly
measured by their wider impact
on the planet and will be held
accountable by their customers
and stakeholders.”
Dean Burdon
Customer experience director at Zen Internet

Customer Experience Predictions Report 2022
2022 Forecasts from CX Network Advisory Board                                                                                         12

                                   CX Network’s Advisory Board give their predictions for 2022’s CX trends

In its November meeting, the CX Network Advisory Board discussed their predictions for the CX trends that will become most prevalent in 2022.

                     Upskilling through automation                                                       Augmented support to become more prevalent
                     Claire Hill                                                                         Thomas Reby
                     Customer experience director at Studio Retail                                       Strategy manager at Google

    Hill anticipates that the CX industry will move away from lower paid contact        With many customers migrating to adopt remote, digital channels to
    center staff, as a result, employees will be upskilled away from transactional,     engage with companies, this has prompted a data-driven push around
    high volume-low complexity interactions. These interactions will instead be         companies delivering signal based interactions and personalization, says
    handled by self-service solutions or AI. This move to automation will signal        Reby. He believes that while AI is already becoming increasingly prevalent in
    a shift to a more complex world of working, with an increased capacity for          the CX industry, the rising generation and use of customer signals is creating
    meaningful, value-adding conversations between customers and advisors.              a tipping point where organizations will be able to make large strides
    These meaningful interactions will lead to higher-skilled workers being more        forward in providing sophisticated, augmented, semi-human interactions,
    valued, and will be more likely to have higher job satisfaction, she predicts.      via AI and machine learning.

    “This is a trend we have seen [building]                                            “I expect some strides to be made in
    over time, but it feels as though it is really                                      augmented support next year…this could
    accelerating now… We are investing [in our                                          be bi-directional; customer assistants/bots
    employees] to make sure they are ready for                                          interacting with Digital Customer Service
    this shift to a more complex world of working.”                                     capabilities of companies.”

Customer Experience Predictions Report 2022
2022 Forecasts from CX Network Advisory Board                                                                                           13

                                 CX Network’s Advisory Board give their predictions for 2022’s CX trends

In its November meeting, the CX Network Advisory Board discussed their predictions for the CX trends that will become most prevalent in 2022.

                      Data privacy and customer trust continue to be                                         EX will outrank CX
                      top of mind                                                                            Ingrid Lindberg
                      Kitty Xu                                                                               Founder and CXO of Chief Customer
                      Senior quantitative user experience research lead, Pinterest
                                                                                          Companies have figured out that EX drives CX and that they must rotate to an
    Xu states that respecting privacy and trust from customers is going to intensify      employee focus rapidly, says Lindberg. Lindberg supplied five key areas that
    in importance following the data breaches seen within large organizations. She also   companies must focus on in order to make the pivot to an EX-focused culture:
    believes that Google’s depreciation of cookie technology will force companies
    to reassess marketing strategies and how they engage with customers.                  Voice of Employee – Focus on meeting the unmet needs of your employees.
                                                                                          Find the questions you are not asking.
    GenZ consumers to shape the future of retail
                                                                                          Connectivity – Brands must ensure there are ways that employees can
    She went on to note that the power of Gen Z cannot be overlooked. For                 connect to each another and leadership, even when working remotely.
    those born in the younger generation, their online behavior is very different
    from millennials and even Generation Alpha. This difference in online                 Work/life balance – Companies must help their employees figure out how to
    behavior means that each customer base has very different mindsets, and               turn off work when they are home and working longer hours than ever before.
    organizations must consider this in their strategies.
                                                                                          The workspace – Brands must rethink the physical spaces their employees

    “Privacy is always going to be top of mind                                            occupy, whether it at home or in physical offices.

    for consumers. Brands need to consider how                                            Performance – Organizations have spent years figuring out how to measure
    they are going to advertise without using                                             soft skills, but they must reconsider what performance management looks

    consumers’ personal data.”                                                            like in a virtual world.

Customer Experience Predictions Report 2022
Final remarks                                                                                                                                                               14

For 2022, the CX space will see use of technology           human connection in order to allow employees to build         can demonstrate to both consumers and employees that
to assist both customers and employees become               relationships with consumers. Likewise, internal              their values are recognized and important.
more prevalent and consumer priorities like                 digital hubs to increase employee innovation.
sustainability centered.                                                                                                  In summary, to retain and attract customers in
                                                            Capturing customer feedback at all points of                  2022, brands need to deploy strategies that blend
AI will be especially prevalent, especially the use         the customer journey will remain important to CX              automation with human contact, seek real-time
of automation to help customers and employees               practitioners, and using this customer sentiment to shape     feedback from customers and meet their expectations
alike and create frictionless customer journeys. However,   business decisions will become a priority, especially in      in terms of doing social good by introducing and
practitioners should balance the use of technology with     terms of sustainability. By engaging with this trend brands   developing sustainable practices.

Customer Experience Predictions Report 2022
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CX Network’s 2022 Calendar                                                                                                                                                 16

                                   Online                Research                   Expert Insights         Benchmarking                             Market                 Webinar
CONTENT FORMATS                                                                                                             Webinar
                                   Events                Report                     eBook                   Workbook                                 Update                 Day

JANUARY 2022                 FEBRUARY 2022                 MARCH 2022                             APRIL 2022               MAY 2022                           JUNE 2022
    Predictive CX                  Employee experience              CX APAC                           Journey Management        CCW Digital ANZ                   Automation

    Buyers Guide                   VOC                              Self Service                      CX APAC Report            CX Personalization                CX APAC

    CX Automation in               Digital CX                       Calculating ROI in CX             VOC                       Global State of CX                Rules for
    APAC                                                                                                                        Report                            Self-Service
                                   Buyers Guide                     CX Metrics Checklist              NPS and Customer
    Custom Slot                                                     in APAC                           Advocacy                  CX Data and Analytics             CX in Travel and
                                   Predictive CX                                                                                in APAC                           Hospitality
                                   in APAC                          Speech Analytics                  Custom Slot
                                                                                                                                Global State of CX Day            Custom Slot
                                   Custom Slot                      Custom Slot
                                                                                                                                Custom Slot

JULY 2022                    AUGUST 2022                   SEPTEMBER 2022                         OCTOBER 2022             NOVEMBER 2022                      DECEMBER 2022

    Contact Centers                Financial Services               VOC APAC                          ROI in CX                 Future Contact Center             CX Trends and
                                                                                                                                Trends and Tech APAC              Predictions
    Customer Success               Omnichannel                      Data and Analytics                CX in Telecoms
                                                                                                                                Digital CX 2021                   Customer Experience
    Big Book of Data               Digital CX                       AI in CX                          CX in Financial                                             Predictions 2022
    Insight and Analytics                                                                             Services                  Contact Centres
                                   CX                               Journey Mapping                                                                               Custom Slot
    CX in Retail                   Automation                                                         Omnichannel Models        Data & Analytics
                                                                    How to Master
    Personalizing CX in            Customer Intent                  Chatbots                          Custom Slot               VOC APAC
    APAC
                                   Custom Slot                      Custom Slot                                                 Custom Slot
    Custom Slot

    Customer Experience Predictions Report 2022
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