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How to achieve your business-specific AI through optimized content management

Artificial intelligence (AI) is a new kind of teammate entering our daily lives.

As such, we might as well ensure it supports us effectively in our tasks.

This teammate must have advanced knowledge of your profession, its context, and its subtleties, such as the jargon or processes in force within your field and company.

Thus, having a “business AI” becomes a strategic necessity for anyone wishing to take full advantage of this technology, which has become accessible through natural language understanding.

But how do you create this specific AI?

Why and how does a content and documentation manager meet this need?

Definition

"Business AI": what is this new creature?

A business AI is an artificial intelligence specifically designed to meet the specific needs of a sector or a company.

Unlike general-purpose AIs (horizontal or cross-functional), it relies on precise business data and knowledge to automate tasks, provide tailored recommendations, or enhance decision-making in a particular context.

PS: If the term “business AI” is unfamiliar to you, you can also use the term “vertical AI.”

Why Heysquid is your ally in creating your "business AI"

HEYSQUID, our versatile content manager, offers an intuitive platform to structure, enrich, and manage your content, regardless of format.
With HEYSQUID:

Centralize all your data

Artificial Intelligence must be able to rely on the most complete data model possible, ready to be translated into vectors to guarantee its "business" context.

Standardize to save

You standardize your content, making it easier to train your models. Computing time is reduced. This is good for the electricity bill, but above all, excellent for the planet!

Link to guide

You create semantic relationships between your content to guide your AI even better. Heysquid is natively designed to link assets (objects), and you can easily customize relationships between content.

Omni or mono

You can manage all content formats: text, image, audio, and video, which are essential for AIs with multimodal capabilities like ChatGPT. Mix your content or specify data and its format by output channel type—the choice is yours.

API

You benefit from APIs compatible with OpenAI, simplifying the connection with advanced language models.

HYBRID CONTENT MANAGEMENT

The 4 key steps
to building a high-performance business AI

Creating a business AI is not just about collecting data. To obtain relevant and actionable results, it is essential to follow a structured process. Here are the four essential steps to centralize, structure, enrich, and maintain your content, taking full advantage of Heysquid’s features.

Step 1

Centralize your content

HEYSQUID simplifies the centralization of your business content, whether it be technical documents, user guides, explanatory videos, or podcasts. This ability to manage multiple formats on a single platform makes it a major asset for AIs that analyze multimodal data.

Step 2

Structure your data

With its simplified adoption of DITA XML version 2, HEYSQUID helps you structure your content optimally for a high-performance business AI. You can organize text, images, and videos within a coherent framework, ensuring maximum interoperability.

Step 3

Create semantic relationships to guide your AI

Modern AIs, especially those capable of processing multiple data formats, gain efficiency when they understand the semantic relationships between different types of content: enriched contextualization and combinations of textual, visual, and audio information.

HEYSQUID facilitates this interconnection by logically linking your multimedia content, creating a solid foundation to fully exploit the capabilities of omni-AIs.

Step 4

Automate content updates

Thanks to integrated and customizable workflows, HEYSQUID allows you to keep your content up to date, whether it is text, video, or audio. This feature ensures your AI always has relevant and consistent data.

The complete solution for a high-performance business AI

With HEYSQUID, give your business AI the solid foundation it needs.
By managing all content formats, integrating semantic relationships, and providing OpenAI-compatible APIs, HEYSQUID is the ideal tool to maximize the performance of modern AIs and meet the specific needs of your business.

Discover HEYSQUID now

Click here

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AI and technical content management innovations and benefits of 4D CONCEPT software

Artificial intelligence (AI) is revolutionizing technical content management, bringing efficiency and precision. 4D CONCEPT, a software publisher, offers innovative solutions such as ADAM SUITE and Heysquid, which optimize standardized authoring and publishing in ASD S1000D, ATA, and DITA XML. This article explores how AI is transforming these processes and the prospects for improvement.

Artificial Intelligence at the service of content management

AI makes it possible to automate and perfect technical content management. Here is how 4D CONCEPT envisions integrating AI to improve its software and the user experience for its clients:

ADAM SUITE: technical authoring and publishing

Authoring Automation: Thanks to Natural Language Processing (NLP) algorithms, ADAM SUITE automatically generates sections of technical documents, reducing production time.
Standard Compliance: AI verifies document compliance with ASD S1000D and ATA standards, identifying and correcting discrepancies.
Revision Management: AI tracks document changes and offers suggestions based on previous revisions, ensuring consistency and accuracy.

Heysquid: technical content management in DITA XML

Automated Classification: AI categorizes content automatically, making it easier to search and manage.
Personalization: By analyzing usage data, AI adapts content to the specific needs of users, improving the relevance of interactions.
Predictive Analysis: Algorithms forecast future content needs, allowing for proactive planning.

Prospects for improvement

To further optimize our software, 4D CONCEPT teams are exploring several areas:

Integration of advanced language models
Advanced language models, such as Lyra-fr, LLaMa, and GPT-4, offer significantly increased text generation capabilities. By integrating these models into ADAM SUITE and Heysquid, users could benefit from even more powerful automated authoring features. These models can generate high-quality content that precisely meets specific standards and requirements, even in complex scenarios. This would not only reduce production time but also improve the consistency and accuracy of technical documents.

Advanced language models can also provide real-time contextual suggestions during authoring, helping users maintain compliance and adopt best practices. Furthermore, these models can be used to automatically translate technical documents into different languages while preserving specific terminology and nuances, which is essential for multinational companies.

Development of AI-based collaboration tools
Collaboration is a key element in technical content production. AI-based collaboration tools can transform the way teams work together on complex projects. By integrating real-time collaboration systems augmented by AI, 4D CONCEPT software can allow team members to instantly share updates, comments, and suggestions, while maintaining the most recent version of the document.

These collaboration tools could also include AI-based change tracking features that automatically analyze and record all modifications made to documents. This would maintain complete traceability of revisions, thereby facilitating version management and compliance with standards. Additionally, AI-augmented collaboration tools can offer recommendations to improve content quality based on the analysis of best practices and historical precedents.

Implementation of intelligent chatbots
Intelligent chatbots can play a crucial role in improving the user experience of 4D CONCEPT CMS. By integrating sophisticated virtual assistants, users can receive instant help navigating the complex features of the software. These chatbots can answer frequently asked questions, provide detailed instructions, and guide users through the authoring and publishing processes.

Chatbots can also be personalized to offer specific recommendations based on individual user needs. For example, a chatbot can suggest improvements for a document based on ASD S1000D or ATA standards, or help resolve technical issues in real time. Furthermore, chatbots can collect data on user interactions, allowing 4D CONCEPT to continuously improve its software based on user feedback.

The integration of advanced language models, the development of AI-based collaboration tools, and the implementation of intelligent chatbots are promising avenues for improving 4D CONCEPT software. These innovations can transform the way technical content is produced, managed, and published, offering more efficient solutions adapted to the evolving needs of users. By continuing to innovate and integrate cutting-edge technologies, 4D CONCEPT positions itself as a leader in the field of technical content management.