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What Do Messagepoint and AI Have In Common?

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A discussion with Atif Khan, VP AI & Data Science at Messagepoint
Interviewed by Skip Henk, EDP, President and CEO of Xplor International

I recently read an article generated by ChatGPT on “The Future of CCM.” The article referenced various technologies and processes including Omni-Channel communications, hyper-personalization, Natural Language Processing while stressing that Artificial Intelligence (AI) will play a pivotal role in the future of CCM.

I recalled a press release recently from Messagepoint which spoke about MARCIE (their AI-powered content Intelligence engine) and harnessing the power of ChatGPT and GPT-4 and decided it was a good time to for me to learn more.

Skip: For our readers who may not be familiar with Messagepoint, please give us your elevator pitch.

Atif: Messagepoint is a pioneer in the CCM space, providing an intelligent content hub. Distinguished from other competitors, it has a unique content-centric approach that allows for customization and precise delivery of messages across various channels, including print, web, mobile, and email. Messagepoint has also revolutionized the field by heavily investing in AI, introducing its award-winning platform, MARCIE, which uses the latest Natural Language Processing, Deep Learning, and Large Language Models (LLMs) to enhance content quality and efficacy. As a result, businesses can reuse content, create highly personalized communications, and enhance their engagement with their customers. It’s a comprehensive solution designed to optimize your communication strategies in the most efficient way possible.

Skip: There has been a lot of buzz around ChatGPT, Google Bard and other AI text generators this year. Messagepoint recently announced its own integration with ChatGPT and GPT-4. Can you describe how you have incorporated these tools into your customer communication management solution?

Atif: Messagepoint has fully embraced the capabilities of AI text generators like ChatGPT and GPT-4 through MARCIE. These integrations enable the enhancement of the company’s Customer Communication Management (CCM) solutions, particularly in terms of creating and editing content.

The integration of these LLMs completes the AI Assisted Authoring feature of Messagepoint. The LLMs provide real-time feedback to content authors about the quality and usefulness of their messaging content. They offer rewrites to make the content more impactful, ensuring it’s easy to read, upholding the appropriate sentiment and presentation of a message, and maintaining consistency with corporate branding.

MARCIE leverages these AI text generators with robust, problem-specific prompt creation to ensure the consistency of AI-generated content and its alignment with the user’s desired outcome. This prompt engineering is context-aware, use case-focused, and adaptive to the task, properly handling CCM artifacts such as variables, dates, URLs, addresses, and telephone numbers.

All these features are contextualized within the existing workflows and activities of the Messagepoint platform. The integration provides a simple and natural user experience that minimizes effort while maximizing results, ensuring that the best answer is achieved for the given task.

Skip: What are the benefits of using a solution like ChatGPT integrated with a solution like Messagepoint vs on its own, outside of a CCM solution?

Atif: Using a solution like ChatGPT integrated with a platform like Messagepoint brings several benefits, particularly when compared to using ChatGPT or any other large language model on its own.

  • Contextual Understanding: Messagepoint’s MARCIE platform, combined with ChatGPT, allows the language model to operate within the specific context of your business and communication needs. MARCIE’s prompt engineering ensures the AI is context-aware and considers key concepts (like variables, dates, URLs, addresses, telephone numbers etc.) during the rewrite process.
  • Content Optimization: The integration provides real-time feedback on the quality and utility of the content. It offers suggestions to improve readability, sentiment, message presentation, and alignment with corporate branding, enhancing the overall impact of the content.
  • Simplicity and Efficiency: By incorporating ChatGPT within Messagepoint, users can manage all aspects of their customer communications within a single, streamlined platform. This integration fits seamlessly into existing workflows, making the process simpler and more efficient.
  • Specialization for CCM: MARCIE’s tailored prompts are heavily specialized for Customer Communication Management use cases, ensuring optimal results for specific tasks. This specialization would be extremely hard to reproduce when using a standalone AI language model.
  • Improved User Experience & Interaction: Messagepoint’s modular approach to content management makes accessing and applying AI-generated content suggestions extremely user-friendly. The process of requesting a suggested rewrite and applying it involves just two clicks.

Overall, integrating ChatGPT within Messagepoint’s CCM solution enhances the user’s ability to create and deliver high-quality, personalized content, offering a more holistic, targeted, and effective communication management system.

Skip: How do you see AI impacting customer communications in the future?

Atif: The impact of AI on customer communications is anticipated to be substantial and transformative. Here are a few ways we foresee AI reshaping the landscape of customer communications:

  • Enhanced Personalization: AI, specifically Large Language Models (LLMs) and image generation models, can drive deeper personalization in customer communications. By understanding content and customer profiles, AI can help craft highly tailored messages and visuals that resonate on an individual level, improving customer engagement and response rates.
  • Improved Content Quality: AI can generate and enhance content, ensuring it is readable, impactful, and aligns with the desired sentiment and corporate branding. It can offer real-time feedback and suggest improvements, enabling the creation of higher-quality content that effectively communicates the intended message.
  • Holistic Smart Search: AI can improve the ability to find and retrieve information through semantic search capabilities. By understanding the context and meaning of search queries, AI can return more relevant and precise results, streamlining content management processes.
  • Intelligent Classification and Clustering: AI can categorize and group content based on various factors, including topic, sentiment, or customer segment. This can lead to more effective content organization, easier retrieval, and the development of targeted communication strategies.
  • Automated Image Generation: AI can generate custom images or variations of existing images based on described constraints. This capability can ensure visual consistency in messaging and branding, and allow for more personalized and impactful visual content.
  • Real-time Adaptability: With AI’s ability to analyze data in real time, customer communications can be dynamically adapted based on changing customer behavior, market trends, or business needs, making communications more relevant and timely.

 

Skip: That is certainly impressive. Do you have any closing thoughts?

Atif: In the future, we expect AI to become an integral part of customer communication management, significantly improving content quality, personalization, and overall effectiveness of communication strategies. With platforms like Messagepoint investing early in AI and LLM technology, they are paving the way for these future developments in the field.

Skip: Atif, I want to thank you for taking the time to speak with me and share your thoughts and vision on the impact of AI on CCM. For anyone that has any questions for Mr. Khan or would like more information on MARCIE or Messagepoint please contact: info@messagepoint.com or visit www.messagepoint.com/ai

Until next interview! Take care.

skip_Henk_Photo_2011

 

Skip Henk, EDP
President/CEO
Xplor International

 

About Messagepoint: Messagepoint is a leading provider of customer communications management software.  Only Messagepoint harnesses AI-powered Content Intelligence to automate and simplify the process of migrating, optimizing, authoring and managing complex customer communications for non-technical (business) users. Our customers rely on our award-winning platform to consistently deliver exceptional, highly personalized customer communications across all platforms and channels. For more information, visit www.messagepoint.com

AI is an enabler of Customer Communications Transformation and Modernization

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This is part 2 of an interview with Steve Biancaniello, CEO of Messagepoint; read Part 1 here!

Artificial Intelligence has become a growing component of Customer Communications and the overall experience. Software vendors have started to integrate into their software offerings with some companies further along than others.

Messagepoint has taken a leadership role and has put AI front and center in their offerings, so I wanted to touch base with them and get their thoughts on the subject. What is AI, the value proposition, what should organizations be thinking about, and what recommendations our friends at Messagepoint have.

Steve Biancaniello, CEO of Messagepoint was kind enough to take the time to share some additional thoughts for this, part two of a two-part interview. Part one is available here

Skip: Some vendors are looking at applying AI to transformation initiatives. What have you seen in the market relating to modernization and transformation?

Steve: I think COVID-19 has kicked a lot of digitalization initiatives into high gear – the need to be digital but also do so in a way that customers demand. We are hearing from both direct customers and partners that organizations are looking to transform and modernize customer communications processes and systems. This has been a big challenge in our industry – it’s perceived as a risky venture requiring too much time, effort and money to tackle content silos and justify the ‘transformation’, and as a result, lots of companies are stuck in molasses. I liken it to having a “Communications debt” – because you didn’t invest in modernizing in increments along the way, you are left behind and it becomes this very large program that is daunting or perceived as too hard to do.

AI is helping to change that by enabling people to realize they have options here whether they want to optimize the content they have in their current system, optimize the content and migrate to a new system, or take action in whole or in parts based on a deeper awareness of the state of their content.

Skip: How can AI assist with transformation and modernization initiatives?

Steve: The biggest barrier that exists today is the traditional approach to content migration. The average enterprise migration takes 3 years and costs millions. These are averages from services organizations that are using scripts to assist with parts of the process, regardless of that help – it is costly and slow and prone to errors that come with manual processes. It often relies heavily on tribal knowledge and a shrinking pool of SMEs who understand the nuisances associated with the legacy content and platforms that house this content.

The story is the same whether you’re doing it yourself or leveraging a professional services firm – the process is highly manual and resource-intensive. No one will invest that time, or money to make the

transition, which is why these projects often get cancelled or pared down to a lift and shift. The problem is that optimization gets left behind and content that gets brought over is often riddled with problems – duplicates, variations of similar content, off-brand content, outdated regulatory content, content this is difficult to read and understand – essentially all the problems that were buried in the legacy system hampered by years of ineffective content management and sharing. For years people stalled these migration and transformation efforts because the technical debt was too steep to pay – Now AI makes it possible to address this technical debt and position organizations to be more much more intelligent and agile when curating content to improve customer experiences

We have introduced Rationalizer which leverages the Messagepoint Advanced Rationalization and Content Intelligence Engine, known as MARCIE. This engine automates and improves key processes relating to content migration to make the entire process fast, as AI accelerates the content management processes – such as automating ingestion, content comparisons, and analysis. It also makes it accurate – no more human error, similar content objects overlooked. It also makes content processing repeatable at scale to enable enterprise-scale migration and instantaneous help for content authors, no matter the size of the team. Lastly, it lowers risk, as it democratizes knowledge, so you aren’t relying on one central figure to continue on.

Skip: What does AI do specifically to change the process?

Steve: In the case of Rationalizer, it breaks the process down into 5 key steps.

First off is intelligent ingestion of content from Word, PDF, HTML, print streams, and CCM solutions. It ingests the content, breaks it apart into its pieces, and tags those pieces. Secondly is discovery, which reveals key findings about your content such as duplicate content, similar content, brand violations, reading level violations, and sentiment issues. Third, with a single click, you can consolidate duplicate or similar content objects. Fourth, optimization within the system revels opportunities to correct those issues relating to brand, reading levels, and sentiment. Finally, you can migrate to your modern communications management system.

Rationalizer, leveraging MARCIE drives significant benefits of substantial time and cost savings, increased accuracy, the ability to scale these content migration and transformation programs and the democratization of expert knowledge to reduce the risk of the move and position for more intelligent, agile content authoring experiences going forward.

Skip: What recommendations do you have for someone thinking of embarking on this type of transformational journey?

Steve: You need to set clearly defined goals and outcomes for your business. Is this just about technology modernization or do you want to improve the customer experience? That will determine what technologies and partners you select.

You also need to get the various stakeholders together early and on the same page early. If you are focused on the same goals and believe this type of transformation is tenable with AI-powered solutions, then you will get ‘unstuck’ together.

Don’t settle for a manual approach that will cost you unnecessary time and money. Some vendors are focused on leveraging offshore resources because that is their only option. AI tools exist today that can

have a dramatic impact on the process and the outcomes. Don’t think of optimization as a one-time event, as it’s ongoing. Look for a solution that will optimize your content and keep things optimized over time.

Finally, respect the pivotal role of content curators – look for solutions that offer intuitive, intelligent, instantaneous content authoring assistance while preserving the curators’ right to have it their way as needed.

Skip: Thank you once again, Steve any closing thoughts?

Steve: You are welcome and of course if anyone has any questions and/or would like more information they can feel free to visit www.messagepoint.com or email us at info@messagepoint.com or call us at 800-492-4103.

About Messagepoint
Messagepoint is a leading provider of customer communications management software. Only Messagepoint harnesses AI-powered Content Intelligence to automate and simplify the process of migrating, optimizing, authoring, and managing complex customer communications for non-technical (business) users. Our customers rely on our award-winning platform to consistently deliver exceptional, highly personalized customer communications across all platforms and channels. For more information, visit www.messagepoint.com.

Not Just a Buzzword: AI Will Play an Essential Role in Your Customer Communications

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Part 1 of an interview with Steve Biancaniello, CEO of Messagepoint; read Part 2 here!

Artificial Intelligence has become a growing component of Customer Communications and the overall experience. Software vendors have started to integrate into their software offerings with some companies further along than others.

Messagepoint has taken a leadership role and has put AI front and center in their offerings, so I wanted to touch base with them and get their thoughts on the subject. What is AI, the value proposition, what should organizations be thinking about, and what recommendations our friends at Messagepoint have.

Steve Biancaniello, CEO of Messagepoint was kind enough to take the time and share his thoughts.

This is a two part interview. Part two is available here.

Skip: Steve, thank you for taking the time.

Steve: It’s my pleasure. Thank you for asking.

Skip: So let’s get right into it. Why is AI important to customer communications and customer experiences?

Steve: First, I think its important to define what AI is. AI is essentially a technology that can learn and perform cognitive functions/tasks independently. This enables the intelligent processing of raw data at scale to perform any number of tasks.

AI adds speed, power, and scale to the processing of complex problems that would be extremely difficult, tedious, and repetitive to accomplish manually or with normal software tools. It also automates repetitive, labor-intensive cranial tasks, recognizes patterns that are not obvious to humans, and can democratize expert knowledge.

This can quickly translate into tangible business benefits, such as lower costs, improved quality of communications, faster and more context-specific responses to customers, and even more intelligent offers to customers.

Skip: Where do you see organizations getting the greatest value from AI in the area of customer communications?

Steve: There are lots of points within the customer experience today where AI already plays a role. For example, online personal shopping assistants powered by IBM Watson, chatbots that handle customer service inquiries, or targeting of personalized offers via email.

But when it comes to customer communications, we feel the greatest value lies in managing and optimizing content. There are a number of thorny problems with content – the sheer volume that most enterprise-scale organizations have and the slight, subtle variations that lead to redundancies and

duplications, the need for the same content to be published across all the different channels through which we communicate with customers. With its ability to handle scale and process information quickly, AI seems perfectly matched to help address those challenges.

That’s why we built The Messagepoint Advanced Rationalization and Content Intelligence Engine, known as MARCIE. MARCIE automates and improves key processes relating to content management, optimization, and migration, all at scale. Think of it as an intelligent assistant for content authors when creating and managing content and communications.

Skip: What should organizations be thinking of when it comes to managing and optimizing content with AI?

Steve: Content operations at scale are very complex, especially when you’re dealing with customer communications. Much of the content leveraged for customer communications is still stuck in old systems that require programming, deep tribal knowledge, and manual processes to work with it in anyway. These systems represent key barriers that stop organizations from being agile and responsive.

First look for content management tasks that you can automate to simplify and scale operations. A good example of this is using AI to analyze content and tag it with the appropriate metadata. Humans are notoriously bad at doing these kinds of tasks at scale.

AI can also perform functions that require understanding the meaning of the content. This formerly required human intervention to make judgements but AI models are becoming increasingly effective here. Given this, it also makes sense to look for ways in which AI can help you improve the quality of your content. For example, you could support a content optimization effort by identifying content that conveys the wrong sentiment.

Some AI-based capabilities will also identify content that performs better, or which content is most relevant to a customer to truly deliver on the right message, at the right moment, to the right person

With MARCIE we have chosen to focus first on enforcing brand guidelines, reading comprehension, sentiment, and consolidating duplicate and similar content. As organizations expand the ways they think about managing and optimizing content, MARCIE will also expand their capabilities by supporting additional AI-assisted content management use cases.

Skip: What recommendations do you have for someone looking at a solution that promotes the use of AI?

Steve: Recognize what you still want humans to control and what you want the machine to control. Many AI solutions learn over time and that is a great thing, but it needs relevant data to learn from to understand nuances in your own communications. This is particularly true when the tasks are complex, such as writing new correspondence. If you automate too much of the content creation process for example, you might suddenly hit the wrong note and end up with a customer experience problem for the sake of efficiency. A solution has to strike the right balance between providing insights that enable more intelligent action and full automation. This can be achieved when AI-assisted authoring is seamless, intuitive, instantaneous, while not restraining the expertise of the content authors.

Skip: Thank you once again. I am sure our readers will benefit from your insight. Best of luck to Messagepoint and thank you and Messagepoint for your support of Xplor and the industry.

Steve: You are welcome and of course if anyone has any questions and/or would like more information they can feel free to contact us.

Look for part two of the interview with Steve Biancaniello, CEO of Messagepoint in the next issue of E-Document News.

About Messagepoint
Messagepoint is a leading provider of customer communications management software. Only Messagepoint harnesses AI-powered Content Intelligence to automate and simplify the process of migrating, optimizing, authoring, and managing complex customer communications for non-technical (business) users. Our customers rely on our award-winning platform to consistently deliver exceptional, highly personalized customer communications across all platforms and channels. For more information, visit www.messagepoint.com.