dynamic content Articles - Enterprise Knowledge https://enterprise-knowledge.com/tag/dynamic-content/ Mon, 17 Nov 2025 22:06:38 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.2 https://enterprise-knowledge.com/wp-content/uploads/2022/04/EK_Icon_512x512.svg dynamic content Articles - Enterprise Knowledge https://enterprise-knowledge.com/tag/dynamic-content/ 32 32 Improving Learning Content Efficiency with Reusable Learning Content https://enterprise-knowledge.com/improving-learning-content-efficiency-with-reusable-learning-content/ Thu, 18 Jul 2024 13:29:07 +0000 https://enterprise-knowledge.com/?p=21803 Enterprise Knowledge’s Emily Crockett, Content Engineering Consultant, presented “Improve Learning Content Efficiency with Reusable Learning Content” at the Learning Ideas Conference on June 13th, 2024. This presentation explored the basics of reusable learning content, including the types of reuse and … Continue reading

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Enterprise Knowledge’s Emily Crockett, Content Engineering Consultant, presented “Improve Learning Content Efficiency with Reusable Learning Content” at the Learning Ideas Conference on June 13th, 2024.

This presentation explored the basics of reusable learning content, including the types of reuse and the key benefits of reuse such as improved content maintenance efficiency, reduced organizational risk, and scalable differentiated instruction & personalization. After this primer on reuse, Crockett laid out the basic steps to start building reusable learning content alongside a real-life example and the technology stack needed to support dynamic content. Key objectives included: 

  • Be able to explain the difference between reusable learning content and duplicate content; 
  • Explore how a well-designed learning content model can reduce duplicate content and improve your team’s efficiency; and
  • Identify key tasks and steps in creating a learning content model.

Participants learned how thoughtful content strategy for reusable learning content improves content operations efficiency. 

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Emily Crockett to Speak at Learning Ideas Conference on Using Content Engineering and Dynamic Content to Improve Learning Content Efficiency https://enterprise-knowledge.com/emily-crockett-to-speak-at-learning-ideas-conference-on-using-content-engineering-and-dynamic-content-to-improve-learning-content-efficiency/ Tue, 04 Jun 2024 17:24:16 +0000 https://enterprise-knowledge.com/?p=21408 Emily Crockett, Content Engineering Consultant, will deliver a hands-on session on “Improving Learning Content Efficiency with Reusable Learning Content” at the 17th annual Learning Ideas Conference on Thursday, June 13th, at 4:45 PM EST. Crockett will walk participants through the … Continue reading

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Emily Crockett, Content Engineering Consultant, will deliver a hands-on session on “Improving Learning Content Efficiency with Reusable Learning Content” at the 17th annual Learning Ideas Conference on Thursday, June 13th, at 4:45 PM EST. Crockett will walk participants through the process of creating a reusable learning content model and the best practices of dynamic content. The session will also cover how using reusable content allows for personalized learning materials to optimize learning and performance results, while maintaining consistency, accuracy, and efficiency.

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Dynamic Product Content to Improve Marketing Operations https://enterprise-knowledge.com/dynamic-product-content-to-improve-marketing-operations/ Fri, 24 May 2024 15:00:04 +0000 https://enterprise-knowledge.com/?p=20858 Enterprise Knowledge (EK) helps a global leader in telecommunications to embark on a digital content transformation journey.
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The Challenge

A global leader in telecommunications recently embarked on a digital content transformation journey to solve two key challenges:

  1. Content Marketing efficiency needed to be improved. Marketers were managing multiple copies of go-to-market (GTM) content and sales collateral. When product information was inevitably changed, updates had to be made in multiple content objects and systems.
  2. Sales Enablement content needed to be more findable. Sellers had to look in multiple systems for sales collateral, not being able to trust if the collateral they found had the most current product information.

In addition to these strategic marketing operations drivers, the company needed a solution that addressed the following challenges:

  • Sales team frustration over labor-intensive search experiences 
  • Lack of accessibility of relevant and reliable content across departments
  • Content consumers sorting through structurally inconsistent content about products, solutions, and services
  • Content creators managing complex workflows and duplicate content across multiple systems during content operations and curation processes
  • Enterprise misalignment on the system of record caused by a lack of cohesive understanding of the function of each system in the organization’s technical ecosystem

Duplicate and overlapping GTM content, inefficient content operations, and difficulty finding reliable sales collateral were costing the company a great deal and the problem demanded an urgent solution.

The Solution

Enterprise Knowledge (EK) partnered with the company for an end-to-end content strategy and engineering engagement. EK worked closely with client stakeholders across sales, marketing, and IT departments and conducted multiple focus groups, interviews, and system demos to understand the current state of the organization’s GTM content and content technology. EK then co-designed an updated content strategy which leveraged structured product content to optimize content operations, enabling multi-channel publication of GTM content and sales collateral.

EK’s team collaborated with key project stakeholders to design a product content model. EK’s consultants defined the structure of products, the relationship between product components, and the taxonomy necessary to traverse those relationships. The product content model now enables the intelligent assembly of sales collateral, as well as multi-channel publishing to multiple user experiences including sales enablement portals, marketing websites, mobile applications, and social media.

In addition to delivering the content strategy and product content model, EK provided the architecture and development of an enterprise content ecosystem. Expert solution architects collaboratively documented a comprehensive list of requirements and analyzed the organization’s current content tech stack. EK leveraged content strategy insights from related workstreams to identify cross-departmental touchpoints that would benefit from specific systems and illustrate where necessary taxonomy and content management system integrations would enhance content operation processes. The target solution enabled digital asset management, complex workflows, content reuse, dynamic content assembly, and multi-channel publishing.

EK delivered a solution for enterprise management of GTM content and sales collateral that leveraged prior work and analyses to create a fully customized, iterative, and immediately actionable roadmap and recommendation report for this client’s GTM content strategy. The roadmap and recommendation report included guidance for continuing the iterative development of a scalable enterprise content solution. This roadmap will help the organization sustain long-term GTM content strategy and outline short-term wins that can be implemented on a shorter timeline, including clear descriptions of how each task or workstream will benefit the organization’s business outcomes.

The EK Difference

EK’s advanced expertise in content engineering and enterprise content solutions enabled the company to optimize marketing operations and improve sales enablement outcomes. As part of our human-centered solution design methodology, EK’s team collaborated with key project stakeholders during our iterative design and development process. Our team also worked directly with system end users to ensure our understanding of their needs and concerns was accurate when designing a solution and delivering our final recommendations. EK’s Knowledge Management (KM) expertise allowed for secure multi-channel publishing to both an internal channel for sales enablement and external marketing channels while keeping product information secure and consistent.

The Results

This content engineering engagement supplied the company with a holistic product content model that unified cross-departmental product information and supporting metadata to streamline marketing operations. A centrally managed and consistently applied product taxonomy improves sales consistency and centrally managed structured product content reduces the time to publish GTM content and sales collateral.

In addition to improved marketing operations, sellers in the organization are able to find all product information and relevant sales collateral in one place instead of 10 distinct content repositories. This dynamic Sales Enablement Portal improves sales conversion and win rates, and supports more holistic conversions–facilitating cross-selling and up-selling when sellers are able to more quickly find reliable product information.

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AI-Augmented Content Analysis to Remediate Duplicate Content https://enterprise-knowledge.com/ai-augmented-content-analysis-to-remediate-duplicate-content/ Wed, 03 Apr 2024 16:01:20 +0000 https://enterprise-knowledge.com/?p=20184 A global energy company with operations in over 60 countries began actively working to reduce their carbon emissions to achieve Net Zero by 2050. Enterprise Knowledge (EK) evaluated and refined their strategic roadmaps, which yielded a plethora of new initiatives that built on their existing efforts. Continue reading

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The Challenge

In alignment with the UN Paris Agreement, a global energy company with operations in over 60 countries began actively working to reduce their carbon emissions to achieve Net Zero by 2050 within three key domains:

  • Direct greenhouse gas emissions produced from sources that the company can operationally control;
  • Indirect greenhouse gas emissions from the generation of purchased energy produced during the effort of producing energy (e.g., by the company’s energy-producing assets); 
  • Other indirect greenhouse gasses, including those emitted from the process of using energy products sold by the company.

The company’s information management (IM) team engaged Enterprise Knowledge (EK) to evaluate and refine their strategic roadmaps, which yielded a plethora of new initiatives that built on their existing efforts. One of these initiatives focused on developing a “green” information management sustainability strategy. To achieve this, their IM team sought a pilot to address some of their most pressing challenges, as identified and synthesized by EK:

  • Proliferation of duplicative content, based on the organization’s internal formula for carbon emissions per GB of content storage;
  • High barrier to entry to reduce duplication proactively (e.g., linking existing content requires more effort than making copies); and 
  • Collaboration software unintentionally built silos and promoted content duplication due to a lack of visibility and awareness.

The Solution

To address the challenge of carbon emissions created due to content storage, EK designed a web application that uses AI technologies to identify duplicate content and evaluate options for handling it. The application dashboard displays aggregate statistics on the presence and type of duplicate content, allowing users to make a decision as to whether it should be retained, updated, archived, or deleted. This provides a clear view into duplication and its connection to CO2 emissions, promoting a cultural shift among employees to increase awareness about carbon footprint and the role they play in contributing to a wider sustainability strategy.

One of the striking aspects of this effort was the sheer magnitude of the IM team’s content collection, estimated at 500 million documents and many petabytes of information. The EK team worked with our stakeholders to gather and prioritize requirements and build the application with this scale in mind, including a number of key components:

  • Identification of content storage locations;
  • Indexer to crawl the content collection;
  • Data pipeline to convert content to a vector database that allows for closer examination;
  • AI model to continuously identify duplicate content within designated content locations; and
  • Method of showing scope and impact of duplicate content to the end user.

The technical team leveraged Azure Open Source AI and Power BI to design a prototype dashboard to quantify duplicate unstructured and semi-structured assets based on scans, indexes, and queries. EK also used reusable code wherever possible to further minimize computing power and carbon emissions. Leveraging the metadata and textual content, AI-based analysis can rate the likeness of other information previously indexed. 

The team created a value statement and strategic roadmap that will continue to provide guidance to the company on continued expansion of their Green IM tool. It included consideration of the complexities of their environment for topics like scaling, rollout, and customer footprint growth, underscored with the importance of change management as a critical component. As part of the roadmap, the team was also able to identify opportunities to selectively introduce proactive and reactive automation in order to help users reduce their content duplication throughout the course of their normal day, such as warning notifications when uploading content that meet a certain similarity threshold with an existing content item in a given repository (proactive) or enabling system triggers to remove duplicative content through the dashboard interface itself (reactive). The ultimate future state goal, as identified in the roadmap, is to enhance the web application and make it actionable in supporting push-of-a-button content deletion through the application itself, promoting a pure “don’t make me think” content experience and further behavioral change.

The EK Difference

EK leveraged our history with the company, our understanding of their strengths and challenges, and a balanced team of technical and strategy subject matter experts (SMEs) to proactively propose the idea of a “green” application, based on their enterprise effort to reduce greenhouse gas emissions.

The EK team also developed a customized scorecard to evaluate the pilot’s success and ensure alignment to the company’s strategic objectives, including measurable factors like:

  • The ability to calculate carbon footprint with at least 80% accuracy;
  • 75% of non-technical users report being able to use the application on their first try with minimal training; and
  • A solution that abides by all architectural and security requirements established by the technical team.

This comprehensive understanding of the challenge, paired with the delivery of a tailored mechanism for assessing the proof of concept’s success, enabled EK to perfectly position the organization to take on similar efforts in the future.

The Results

EK identified potential pathways to quickly address carbon emissions within the IM team, with an initial focus on reducing the amount of duplicate content within their repositories. 

In partnership with the client, EK identified a pilot set of 226 million of the company’s approximately 500 million total documents to prove out the concept.

With a 15% target deduplication rate this company has the potential to remove over 34,000 kilograms of CO2 from the environment through a reduction in physical server usage, directly supporting their objective to remove greenhouse gas emissions from operations that they are capable of controlling.

Beyond providing tangible, quantifiable statistics upon which to build a business case for larger ESG initiatives, this initiative also provided the IM team with a repeatable framework for running similar “green” efforts in the future, as well as faster and more accurate decision making through less clutter and quicker access to content.

In doing so, EK was able to demonstrate the technical and business viability of an AI-driven content deduplication tool. The pilot use of this tool demonstrated the accurate identification of duplicates based on conversion to a vector database and AI modeling to identify – and fine tune – duplicate content.

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Rebecca Wyatt and Emily Crockett to Speak at Upcoming Learning Guild Conference https://enterprise-knowledge.com/rebecca-wyatt-and-emily-crockett-to-speak-at-upcoming-learning-guild-conference/ Wed, 27 Mar 2024 16:02:29 +0000 https://enterprise-knowledge.com/?p=20234 Rebecca Wyatt, Partner and Director for Enterprise Knowledge’s Advanced Content Team, and Emily Crockett, Content Engineering Consultant, will deliver a hands-on micro master class on “Improving Learning Content Efficiency with Reusable Learning Content” at The Learning Guild “Work Smarter, not … Continue reading

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Rebecca Wyatt, Partner and Director for Enterprise Knowledge’s Advanced Content Team, and Emily Crockett, Content Engineering Consultant, will deliver a hands-on micro master class on “Improving Learning Content Efficiency with Reusable Learning Content” at The Learning Guild “Work Smarter, not Harder” online conference on Wednesday, April 10, at 2:30 PM EST/ 11:30 AM PST. Wyatt and Crockett will walk participants through the process of creating a reusable learning content model as well as best practices of dynamic content. The session will also explain how reusable content enables the personalization of the learning content to achieve optimal learning and performance outcomes, while ensuring consistency, accuracy, and efficiency.

View event details and register here.

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Dynamic Content POC for Sales Enablement in Healthcare https://enterprise-knowledge.com/dynamic-content-poc-for-sales-enablement-in-healthcare/ Thu, 21 Mar 2024 15:00:00 +0000 https://enterprise-knowledge.com/?p=19670 The Challenge An international healthcare company equipped medical sales representatives with large slide decks to inform medical professionals about new products and medical research during in person meetings. These meetings were important to the healthcare company’s core mission of creating … Continue reading

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The Challenge

An international healthcare company equipped medical sales representatives with large slide decks to inform medical professionals about new products and medical research during in person meetings. These meetings were important to the healthcare company’s core mission of creating and making available innovative, life saving medicine. However, the job of representatives was made difficult because these slide decks were hundreds of slides long, featured many images, charts, and graphs, and were subject to stringent compliance and regulatory requirements. The representatives were having a hard time navigating to specific slides or pieces of information they needed mid conversation because they could not meaningfully search for topics within a slide deck that was voluminous and had a lot of untagged multimedia. They also had to remember and abide by compliance rules without having any checkpoints or reminders built into the content itself. These challenges combined resulted in decreased sales conversion and win rates, lengthened time to respond to the needs of buyers,  and exposed representatives to increased compliance risk.

The Solution

EK architected and developed a Sales Enablement Proof of Concept (POC) built in a CCMS with a front end in React. This POC broke the content in slide decks down into topical components that could then be efficiently assembled into customized microsites by representatives in the field. These highly configurable microsites allowed sellers to efficiently customize their sales collateral for the needs of buyers.

For example, content about a research study might have components for Overview, Methods, Design, and Results. When a representative wanted to discuss just the general details of the study, they had the option to only include the study Overview component in their microsite, so as not to bog down their conversation with unnecessary details. The content in the Dynamic Content POC was also much more conducive to being used on the go, by being available in a URL instead of a .ppt file that required downloading, and by being searchable both using keywords or via the site navigation. These features made it much easier for sales representatives to fluidly navigate from topic to topic during their conversations with medical professionals, customizing their presentation on the fly to respond to the lead qualifying information. The content model also accounted for regulatory and compliance rules by creating relationships between content segments that must be shown together, or in a certain order. This way, representatives faced less of a burden to recall and adhere to compliance themselves, and could count on the content itself to be compliantly ordered. 

Finally, the POC made multimedia assets like images, graphs, and charts more findable by leveraging a specific content component for media assets. This way each asset could be tagged and described with metadata, rendering it searchable by keywords. This created a much simpler interface for representatives seeking to find a specific data point or image within many media assets. Ultimately multimedia handling requirements at the enterprise level would require a DAM, but EK was able to deliver satisfactory functionality appropriate to the POC within the CCMS.

The EK Difference

EK’s Advanced Content Team was able to provide the healthcare company with a dynamic, innovative Sales Enablement POC that solved for multiple challenges medical sales representatives were facing. EK combined industry leading content engineering expertise to redefine the shape and structure of content with user experience design best practices to ensure the solution was intuitive to navigate so that Sellers could easily and efficiently find customized Go To Market content and sales collateral. EK’s technical consultants were also able to develop an extensible POC over a short amount of time and with little risk, so that the healthcare company could quickly realize business value from their investment. Rapid delivery of working software also provided an efficient tool for testing and providing feedback on features and functionality.

The Results

As a result of the Sales Enablement POC, the healthcare company has been able to populate and build out a larger Dynamic Content repository that extends the content model and includes even more configurable sales collateral. The company will be able to mature their solution over time using the extensible content model and Sales Enablement POC that EK built. Medical sales representatives will ultimately be armed with an ever-expanding selection of easily personalizable content, resulting in improved sales conversion and win rates.

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Dynamic Content https://enterprise-knowledge.com/dynamic-content/ Wed, 28 Feb 2024 17:00:00 +0000 https://enterprise-knowledge.com/?p=19789 Creating high-quality content quickly and efficiently requires thinking of your content not as a web page or PDF but as a set of flexible, reusable building blocks that can be assembled into the format that meets your employees’ or customers’ needs. A dynamic content model leverages those reusable components to build personalized experiences. Continue reading

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Every day, people are inundated with information at a rapid and ever-increasing pace. This creates pressure to make sure that your audience is getting the content they need when and how they need it. Creating high-quality content quickly and efficiently requires thinking of your content not as a web page or PDF but as a set of flexible, reusable building blocks that can be assembled into the format that meets your employees’ or customers’ needs. These blocks are sometimes referred to as intelligent content, modular content, atomic content, or component content. A dynamic content model leverages those reusable components to build personalized experiences. Read on for a crash course on Dynamic Content.

Dynamic content -- make your content work for you. Pages are broken up into smaller pieces, those pieces are modeled and categorized, and then automatically connected to create personalized experiences. Dynamic content decreases the cost of content creation by repurposing rather than recreating, increases customer engagement by personalizing content for their needs, and reduces risk by creating a single point of update. The steps to create dynamic content are inventory your content, audit the inventory to identify building blocks, create reusable content components, model you content types, tag you content, and design you customer experiences.

Interested in turning your content into a strategic business asset? Contact us today!

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