Understanding Customer Perspectives on AI Integration in CRM Systems and its Effect on User Experience and Engagement

9.12.2024
Master Thesis
noviaskyllov

Transforming Customer Relationships with AI: Insights from My Thesis

The digital age has introduced unprecedented opportunities for businesses to connect with their customers, and Artificial Intelligence (AI) is at the heart of this revolution. My thesis, "Understanding Customer Perspectives on AI Integration in CRM Systems and its Effect on User Experience and Engagement," explores how AI reshapes customer interactions, focusing on its impact on satisfaction and engagement.

What’s the Buzz About AI in CRM?

AI technologies—like machine learning and predictive analytics—are no longer futuristic concepts but practical tools revolutionizing Customer Relationship Management (CRM). They enable businesses to predict customer needs, offer personalized experiences, and make real-

time adjustments. But how do customers feel about these technological shifts? My research delves into the consumer side of this story, offering insights into their perspectives and concerns.

Key Themes from the Study

  1. Personalized Customer Journeys: AI in CRM systems enables hyper-personalization, making each customer feel uniquely valued. It’s no longer about broad segments but tailored experiences.
  2. Simplicity Drives Engagement: People prefer AI systems that are intuitive and easy to use. The smoother the interaction, the stronger the engagement.
  3. Trust is Non-Negotiable: While AI can automate many processes, customers value transparency and ethical practices. Ensuring data privacy is a must for fostering trust.

Research Highlights

Using a quantitative approach, my study analyzed responses from 376 participants. Guided by the Technology Acceptance Model (TAM), key variables like Perceived Usefulness, Ease of Use, and Engagement were examined. Advanced statistical methods, including regression analysis, revealed clear correlations, such as the strong positive influence of perceived usefulness on customer satisfaction.

Practical and Theoretical Impact

  • For Businesses: This study underscores the importance of aligning AI systems with customer preferences to boost engagement. Intuitive design, ethical data use, and transparency should be prioritized to build trust.
  • For Researchers: The findings extend existing knowledge on TAM by applying it in the context of AI-driven CRM systems, offering a fresh perspective on technology acceptance.

The Road Ahead

AI in CRM is not just about technology; it’s about balancing innovation with human-centric values. Future studies can explore:

  •  Long-term effects of AI on customer relationships.
  • Cross-industry comparisons to uncover sector-specific insights.

Why This Matters

In a world where customer loyalty is increasingly hard to earn, businesses that effectively harness AI in CRM stand out. This research provides a roadmap for companies to refine their strategies and for academics to deepen their understanding of this transformative technology.

AI is not just a tool; it’s the bridge between businesses and their customers, redefining relationships for the better. My thesis celebrates this evolution and calls for mindful innovation as we embrace this exciting frontier.

References

  • Abrokwah-Larbi, K. (2024). An empirical investigation of the impact of marketing analytics capability on SME performance: a resource-based view approach. Asia-Pacific Journal of Business Administration. https://doi.org/10.1108/APJBA-04-2023-0171
  • Bauer, C., Galvan, J. M., Hancock, T., Hunter, G. K., Nelson, C. A., Riley, J., & Tanner, E. C. (2024). Integrating technology within the sales-service ecosystem: the emergent sales techno-ecosystem. European Journal of Marketing, 58(3), 782–811. https://doi.org/10.1108/EJM-04-2023-0221
  • Ganesh, J., Reynolds, K. E., Luckett, M., & Pomirleanu, N. (2010). Online Shopper Motivations, and e-Store Attributes: An Examination of Online Patronage Behavior and Shopper   Typologies.      Journal             of                                                   Retailing,      86(1),   106–115. https://doi.org/10.1016/j.jretai.2010.01.003
  • Han, R., Lam, H. K. S., Zhan, Y., Wang, Y., Dwivedi, Y. K., & Tan, K. H. (2021). Artificial intelligence in business-to-business marketing: a bibliometric analysis of current research status, development and future directions. Industrial Management and Data Systems, 121(12), 2467–2497. https://doi.org/10.1108/IMDS-05-2021-0300
  • Nair, K., & Gupta, R. (2020). Application of AI technology in modern digital marketing environment. World Journal of Entrepreneurship, Management and Sustainable Development, 17(3), 318–328. https://doi.org/10.1108/WJEMSD-08-2020-0099
  •  Pavlou, P. A. (2003). Consumer acceptance of electronic commerce: Integrating trust and risk with the technology acceptance model. International Journal of Electronic Commerce, 7(3), 101–134. https://doi.org/10.1080/10864415.2003.11044275
  • Wengler, S., Hildmann, G., & Vossebein, U. (2020). Digital transformation in sales as an evolving process. Journal of Business and Industrial Marketing, 36(4), 599–614. https://doi.org/10.1108/JBIM-03-2020-0124

Short biography of Author:

Noor Ul Huda is a versatile professional with experience in marketing, business development, and project management across international markets. Holding an MBA in Digital Business and Management, Noor has successfully driven brand growth, enhanced client engagement, and led community development initiatives. Fluent in English, and Urdu, and equipped with a Hygiene Pass, Noor combines strong communication skills with expertise in business intelligence and project management to deliver impactful results. Currently based in Finland, Noor is eager to contribute to dynamic organizations.

Skribent:
Noor Ul Huda
Nyckelord:
Master thesis, Master of Business Administration, MBA, Digital Business and Management

In this blog you'll read posts from students studying for Master of Business Administration, Digital Business and Management, MBA. The writers are responsible for the content and opinions in the blog text.

Digital Business and Management, MBA

Disclaimer: The author(s) are responsible for the facts, any possible omissions, and the accuracy of the content in the blog.The texts have undergone a review, however, the opinions expressed are those of the author and do not necessarily reflect the views of Novia University of Applied Sciences. 

Posta din kommentar

Kommentarer

  • Prestonabefe 1 juli 2026 08:29 (3 dagar sen)


    водоснабжение частного дома из колодца – автоматическая насосная станция. траншея ниже глубины промерзания. разводка по дому отдельно. гарантия на трубы 10 лет
    дезинфекция колодца цена – при запахе сероводорода. откачка хлорированной воды. включает анализ воды после дезинфекции. бесплатная консультация по железу
    обустройство колодца под ключ – домик или крышка с замком. отмостка бетонная или плитка. цена от 15 000 ? до 60 000 ?. улучшает внешний вид
    Source:
    https://kopkol.ru/septiki-v-klinu/

  • Prestonabefe 30 juni 2026 02:15 (4 dagar sen)


    водоснабжение частного дома из колодца – зимний с утеплённым кессоном. траншея ниже глубины промерзания. цена от 45 000 ? под ключ. работаем с колодцами любой глубины
    дезинфекция колодца цена – при запахе сероводорода. повторная промывка чистой. включает анализ воды после дезинфекции. подготовим акт дезинфекции для Роспотребнадзора
    ручная копка колодцев – узкие проходы меж домами. без газона и плитки не повредим. срок 5-14 дней. работаем без шума и грязи
    Source:
    https://kopkol.ru/septiki-v-pushkino/

  • Prestonabefe 28 juni 2026 09:56 (6 dagar sen)


    углубление колодцев в Дмитрове – нужно больше дебита. создаём накопительную камеру. дополнительная герметизация в подарок. приедем в Яхрому, Некрасовский, Запрудню
    ремонт колодцев в Пушкино – трещины и протечки. подъем краном и выравнивание. цена от 8000 ? до 35 000 ?. бесплатная диагностика
    обустройство колодца под ключ – створки и навес. лебёдка и рукоятка для подъёма ведра. цена от 15 000 ? до 60 000 ?. защита от детей и животных
    Source:
    https://kopkol.ru/taldom/

  • iskustva recenzije 28 juni 2026 06:19 (6 dagar sen)

    Sigurno vam se barem jednom dogodilo da potpiše ugovor s poslodavcem koji obećava brda i doline, a na kraju ne isplati plaću.
    Na današnjem pretrpanom i kaotičnom tržištu, teško je donijeti ispravnu odluku bez prethodnog istraživanja.
    Zato su lažne reklame postale naša svakodnevica, a
    jedini način da se to spriječi je čitanje stvarnih osvrta kupaca.





    U takvim trenucima ključni alat za svakog kupca postaju stranice
    na kojima ljudi potpuno otvoreno ostavljaju svoja stvarna iskustva.
    Prije nego što potrošite svoj novac ili predate životopis
    u neku firmu, svakako posjetite iskustva recenzije. Tamo možete pronaći stotine
    necenzuriranih komentara, tako da više ne morate kupovati 'mačka u vreći'.




    Vaša osobna priča također može spasiti nekoga od loše investicije.
    Ako imate pozitivno ili negativno iskustvo s nekim brendom,
    podijelite svoj osvrt s ostatkom javnosti. Na taj način izravno
    nagrađujemo poštene radnike, a nepoštenim poslodavcima i
    obrtnicima šaljemo jasnu poruku.

  • SEX VIDEO 27 juni 2026 08:33 (7 dagar sen)

    I really like it when people get together and share views.
    Great site, keep it up!

  • 665384 25 juni 2026 03:56 (9 dagar sen)


    Топовые провайдеры под одной крышей — казино Melbet дарит подарки.
    Свежее зеркало на сегодня — работает без ВПН.
    (орфография по запросу: «зекало»)
    Выбирайте, что удобнее — один аккаунт для двух входов.
    https://melbet-xiw.top

  • Jamesboori 25 juni 2026 03:34 (9 dagar sen)

    проктолог в Москве – кандидат медицинских наук. Лечение в стационаре 24/7. Даем второе мнение. Цена от 1500 ?.
    лечение геморроя без операции – щадящий метод для офисных работников. Инфракрасная коагуляция. Процедура 15 минут. Осмотр через месяц бесплатно.
    колоноскопия под наркозом – идеальный вариант для обследования. Эмоциональная поддержка анестезиолога. Удаляем мелкие полипы сразу. Входит первичная консультация.
    удаление полипов в кишечнике – во время колоноскопии. Удаление радионожом. Полип на ножке – безопасно. Заключение от профессора.
    лечение анальной трещины – методом лазерной вапоризации. Пластика дна трещины. Заживление за 7 дней. Цена лечения от 5000 ?.
    лазерное удаление геморроидальных узлов – бесшовная технология. Лазерная дезартеризация HAL. Без реабилитации. Гарантия 1 год.
    малоинвазивная проктология – высокие технологии в Москве. Инфракрасная фотокоагуляция. Крипты и кондиломы. Возврат к жизни через день.
    свищ прямой кишки лечение – лазерная фистулотомия. Сохраняем анальный жом. Операция 40 минут. Входит наркоз и палата.
    ректоцеле операция – трансанальная резекция. Совмещаем с гинекологией при необходимости. Доступ через влагалище. Секс через 6 недель.
    гастроскопия и колоноскопия за один день – чекап ЖКТ за 4 часа. Единый сеанс медикаментозного сна. С собой можно утром не есть. Забирайте флешку с видео.

    Source:

    https://xn----etbhrcdtbbfidklik5p.xn--p1ai/staff/gagieva/

  • video bokep jepang 24 juni 2026 04:35 (10 dagar sen)

    Every weekend i used to pay a quick visit this web site, for
    the reason that i wish for enjoyment, since this this web
    page conations truly pleasant funny information too.

  • how to make bomb 24 juni 2026 03:40 (10 dagar sen)

    I'm not sure exactly why but this blog is loading incredibly slow for me.
    Is anyone else having this issue or is it a problem on my end?

    I'll check back later and see if the problem still exists.

  • sell viagra online 24 juni 2026 03:37 (10 dagar sen)

    This is a topic that is close to my heart... Thank you!

    Exactly where are your contact details though?

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92