USE CASES

The publishing industry is perhaps one of the more traditional ones given that a large amount of its Intellectual Property is sitting with the content creators themselves. That creates a natural bottleneck in creating new content. This is particularly so in the children book sector where the illustrative process can take up to 2 years to complete.

 

With the proper licensing and permissions, our customised LLM models can be trained on the content and our Visual diffusion models can be likewise trained on the illustrators style. This allows new content to be created up to 90% faster than previously done, improving the productivity and monetisation of the IP.

The onboarding process for a new employee takes 6 to 12 months before they are fully effective. It takes $4,000 to $7,000 to fully train the employee. Such a training process can be improved by using an AI RAG-LLM for both in-person and on-the-job training by up to 90%.

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An AI assistant can streamline hiring and accelerate employee training, ensuring a smooth and efficient onboarding process.

For hiring, AI can:

• Automate resume screening based on job criteria

• Conduct preliminary interviews with standardized questions

• Assess skills and cultural fit using AI-driven analysis

For training, AI assists by:

• Providing interactive onboarding modules tailored to job roles

• Offering real-time answers to policy and workflow questions

• Tracking progress and recommending personalized learning paths

With an AI-powered assistant, companies can reduce hiring time, enhance training efficiency, and ensure new employees integrate faster.

An AI assistant trained on the curriculum can revolutionize classroom training and after-class support, ensuring a personalized, efficient, and scalable learning experience for students.

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During classroom training, the AI can act as a real-time teaching assistant, helping instructors by:

 

• Providing instant explanations of complex topics

• Answering students’ questions based on curriculum materials

• Assisting with interactive quizzes and discussions

• Offering adaptive learning pathways based on student progress

 

After class, the AI assistant enhances learning retention by offering:

• On-demand tutoring – Students can ask follow-up questions anytime

• Homework & revision support – AI provides summaries, key takeaways, and practice exercises

• Personalized feedback – AI reviews assignments and offers improvement suggestions

• Study reminders & progress tracking – Keeps students engaged and on track

 

By integrating an AI assistant trained on the curriculum, educators can scale their impact, ensuring every student receives the guidance they need—both in and outside the classroom. 

An AI assistant can enhance customer service efficiency by providing instant, accurate, and personalized support across multiple channels.

Key benefits of AI-driven customer service:

• 24/7 availability – Responds to customer inquiries at any time without delays

• Instant query resolution – Retrieves information from knowledge bases, FAQs, and past interactions

• Personalized responses – Adapts to customer history and preferences for better engagement

• Multichannel support – Handles requests via chat, email, phone, and social media

• Automated issue escalation – Identifies complex queries and directs them to human agents when necessary

By integrating an AI assistant, businesses can reduce response times, improve customer satisfaction, and lower support costs.