Gen AI for the Modern Enterprise

What is Generative Artificial Intelligence (Gen AI)?

Generative Artificial Intelligence (Gen-AI) has rapidly become a game-changer across various sectors. Imagine a world where computers collaborate with humans to write poetry, compose music, and design stunning visuals. This is no longer science fiction—it’s the reality we live in today. Since the launch of tools such as ChatGPT, DALL-E, Copilot, the adoption of Gen AI has sky-rocketed, making its way into many businesses in many sectors. In general, Gen AI refers to deep-learning models that can generate high-quality text, images, and other content based on the data they were pre-trained on.

According to the latest McKinsey Global Survey (McKinsey 2024), 65% of respondents now use AI daily, a figure that has doubled in just ten months. Moreover, 75% of professionals believe that Gen AI will cause a substantial or disruptive shift in their respective sectors soon. With such overwhelming evidence of Gen AI’s impact, it’s clear that adopting this technology can provide a significant competitive advantage.

Figure 1: AI Adoption Statistic Result

When major industries are adopting Gen AI as a powerful business support tool, keeping up with the technology pace, adopting LLM would be a great help for boosting the business efficiency and improving the business process. But here comes the question:

 

How can Gen AI actually help with the business?

At its core, Gen AI is about processing large amounts of data quickly and efficiently. This capability enables the automation of operational tasks and processes, such as creating and sending emails, managing data, and conducting detailed data analyses like marketing assessments. These applications can streamline your operations, improve productivity, and free up valuable time for your team to focus on more strategic initiatives.

Figure 2: AI Implementation Examples

To explore how Gen AI can be adopted into your company, do not hesitate to scroll down, and let Mjenzi Cloud help you navigate the exciting ideas.

 

How can Mjenzi Cloud help with deploying Gen AI?

As an active innovative technology innovator, Mjenzi Cloud has been putting efforts on getting clients to discover and leverage Generative AI effectively. Partnering with other technologically innovative companies, Mjenzi Cloud held a webinar in July 2024 provide information about how we can assist clients in adopting Gen AI. This event highlighted the importance of understanding client-specific needs and outlined a structured approach to AI implementation.

Diving into the generative AI capabilities, Mjenzi Cloud mainly focuses on providing 2 Gen AI products:

Developing the in-house AI OR Providing pay-as-you-go AI solutions.

Figure 3: How Mjenzi Cloud delivers AI solutions

The solution delivery process is done in 3 steps which are;

1. Current State Assessment
2. Use Case Developing & Testing

• Use Case Deployment and Support

Figure 4: How we do it

We provide specialist consulting and in-depth analysis of customer needs, we design and implement use-case specific Gen AI use cases for your business. Aside from supporting Gen AI deployments, we also provide continuous support and upgrades to the software stack and use case to maximise and guarantee applicability and a quality outcome whilst being agile and in sync with your business processes.

To better showcase our use cases, Mjenzi Cloud has developed demos for clients’ experiencing. Running on Nvidia GPU server, our lab demos have showcased the Gen AI use cases’ capability of;

1. Operating as an internal or external client-facing business assistant, loading input files (URLs, excels, etc) and query data accordingly.
2. Automating processes, for example, quote preparation and email operations.
3. Operating the Data Centre, showing the Baseboard management controller (BMC), automating the Demsg log and shelling script injection.
4. Automating CRMs such as SAP and running management tasks.
5. Assurance for banking, insurance, cybersecurity including running a novel penetration testing appliance.

With the ongoing trend of Gen AI, we’ll be seeing stronger human-AI collaboration in the future, and we are at the forefront of the infrastructure journey. We simplify adoption of these cutting-edge technologies for you, so you don’t have to focus on the infrastructure elements but rather your core business.

If you are planning on experimenting or deploying AI solutions for your specific industry vertical, we can be your partner in this journey ready to support you stay ahead of the curve, leveraging AI to enhance efficiency, improve customer experiences, and drive innovation.

The snippet below shows how the user interface of a custom-built intraLLLM Gen AI portal can look like.

Figure 5: Sample Intra-LLM user interface 

 

Resources

The state of AI in early 2024: Gen AI adoption spikes and starts to generate value (https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai)