Content Development In The Age Of Expertise Automation

When it comes to automating a particular process, content planning is not just a preparatory step, but a transformative strategy that can redefine the entire development process. A comprehensive content plan streamlines development, ensures consistency, and aligns app functionality with its purpose, resulting in better user retention. 

Content planning involves strategically organizing and outlining the information and materials your app will present to users. By planning content meticulously before development begins, the app development process can be streamlined significantly, reducing the timeline from, for example, several weeks to just a few days.

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Think about your conclusions or outcomes first:

Jumping straight into building your App seems productive but can actually hinder the progress of your App’s development. By planning before building, you can ensure that all content created aligns with your overall objectives and adds value to your users. Begin by clearly defining the conclusion or outcomes you intend to achieve. By understanding these objectives and conclusions you can streamline your app development and building process, and maintain a clear direction throughout the development cycle. 

Consider: How would a user arrive at a certain outcome? What questions do you need to ask the user to retrieve this information or reach a certain outcome? For example, in the Music Rights Advisor App, the use of a piece of music would be categorized as ‘Likely OK with ease’ if the music comes from a library that they have an agreement with. From the different conclusions, one could picture the kind of questions that need to be asked to arrive at any of the conclusions.

Decision Trees:

Decision trees could be a helpful visual aid to arrive at the different granular ways that the conclusion could be set. They help map out various user journeys and the content needed at each decision point, guiding the creation of content tailored to specific user needs. By utilizing this logic tool, you can ensure that users receive relevant information tailored to their needs, enhancing their overall experience.

Continually Develop:

Content development is not a one-time effort but an ongoing process. Regularly update and refine your content to reflect new information, changing user preferences, and emerging trends. Whilst extensive planning is good and recommended, it is also OK to continually develop the logic of the app as you go, when new fact patterns emerge. 

For example, one of our applications that looks at the user’s right to due process seeks to identify, among others, whether the user has possibly been denied their right to appeal their conviction to a higher court. In the initial design, the question is answered by the information entered regarding the conditions of the user’s detention after conviction. However, we later realized that this would not capture situations in which the user is denied their right to appeal their pre-trial detention. We created new variables to reflect this type of fact pattern, and modified the logic to also consider pre-trial detention appeals in assessing potential violations of the user’s right to due process. This iterative approach therefore keeps your content relevant, accurate and engaging. 

User experience:

This should be at the heart of your content strategy. By mapping out the content in advance, you can ensure that your Application effectively meets the needs of its users. Focus on designing and creating content that is not only informative but also easy to navigate and interact with. Incorporate user feedback and analytics to understand how users engage with your content, identify pain points and then make necessary adjustments to improve their experience. By prioritizing user experience, you enhance user satisfaction and engagement, fostering long-term user loyalty and trust, ensuring the long-term success of your Application. 

Watch our Digital Services webinar to learn more about designing a user-friendly digital service, including design principles, tips and a recommended structure. 

Efficient Development Process for Expert Systems

To develop knowledge automation solutions – those which help deliver information specific to the user’s circumstances – follow this step-by-step process to streamline the development process: 

• Envision: This is where efficient building begins. Start by creating an App Plan – a brief document that clearly defines the app’s functionality. Define the user journeys, the types of content required, and the specific outcomes you aim to achieve. This will guide the subsequent steps and ensure that your development efforts are aligned with your goals. 

• Prepare: Next, create a Content Document by expanding/fleshing-out your App Plan. This provides the builders with what they need to work efficiently, and sets a strong foundation for building your App. What this structure will look like depends on the use-case. A basic structure may look like this (remember, this is only a guide): Introduction text; Expected user scenarios; Desired app flow; Reasoning rules; Question text; Output text; Pop-up definitions etc.

• Build: start building. Builders can use the Content Documents and a Starter App to implement the App’s: Internal structure; Interview process; Reasoning methods; Tailored outputs; Macro Q/A etc. Ensure that all content is consistent in tone, style and messaging. Use this starter app to iterate by ensuring the builders keep the App easy-to-update and extend. 

• Refine: Use analytics and user feedback to identify areas for improvement. To create an engaging, trusted and efficient interaction with an expert via smart phones and/or laptop, focus on: User experience; User interface; Text quality; Any videos; Any special features; and Micro Q/A. This will ensure ongoing relevance and effectiveness.  

Enhancing Content Development with Generative AI

Generative AI is revolutionizing how we approach content development. By automating expertise, we can produce high-quality content faster and more efficiently. AI-driven content creation ensures consistency in tone and style, and can rapidly generate variations tailored to different user segments. This enhances the overall user experience and ensures that content is both high quality and highly relevant For instance, in a simple form that gathers the contact details of a user, one can save time by asking Gen AI to, for example, “generate short questions that ask the respondent their name, title, place and date of birth, occupation, nationality, passport number, and country location. Please ask about each item in a separate question.” This saves the time it would take to write down 7 similarly-worded questions. 

However, it is essential to recognize that while Generative AI offers significant advantages, it is not a replacement for human expertise and creativity, and should not make builders redundant in the content development process. Human involvement is indispensable for contextual understanding, ethical considerations, and creative insights that AI cannot fully replicate.

For effective implementation of Generative AI, our recent blog will help you learn more about identifying appropriate use cases. For some content development it may help streamline the process or help the initial thinking, but this doesn’t have a place in every scenario

Conclusion

Content development in the age of knowledge automation requires a strategic approach that prioritizes outcomes, decision-making processes, continuous improvement, and user experience. By following a structured development process and leveraging Generative AI (in certain cases), you can create dynamic, personalized content that meets the evolving needs of your users. 

By embracing this process, you can reduce development time, ensure a smoother process, and deliver exceptional value to your audience/users. For more detailed tips related to app design, check out our recent post on simple design tips.