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5 Steps to Start Leveraging AI

Updated: 2 days ago

AI seems to be everywhere, yet it's estimated that 70% of organizations actually aren't using it. With technology changing so rapidly, it can be intimidating to approach an Artificial Intelligence or Machine Learning initiative. How can your company start leveraging AI? Take these five essential steps.

5 Steps to Start Leveraging AI

1. Determine how AI can enhance your enterprise.

Leveraging AI, organizations can gain deeper insights into market trends, customer behavior, and operational inefficiencies. This enables more informed decision-making and strategic planning. AI-driven automation can significantly reduce operational expenditures by streamlining processes and minimizing human error. Plus, AI can foster stronger customer relationships and loyalty by providing personalized experiences, predictive analytics, and real-time support.

2. Define a technology architecture.

A thorough technology architecture is the backbone of any successful AI strategy. It should be designed to support the enterprise's ambitions for AI by ensuring that the infrastructure can scale as needed. This involves choosing flexible and extensible technologies that can adapt to evolving AI applications and workloads.

It cannot be overstated that security is paramount; the architecture must include measures to protect sensitive data and ensure compliance with relevant regulations. By prioritizing scalability, extensibility, and security, you can build a foundation of trust that encourages the adoption and growth of AI initiatives across the organization.

3. Identify, build, and pilot initial Generative AI solutions.

To harness the full potential of AI, it is crucial to identify, build, and pilot initial generative AI solutions that address specific needs of your customers, associates, and business partners.

Start by identifying areas where generative AI can create the most impact, such as customer service, content creation, or supply chain optimization. Collaborate with key stakeholders to develop solutions that are tailored to their requirements.

Pilot these solutions to gather feedback, assess their effectiveness, and make necessary adjustments. This iterative approach ensures that the AI solutions are practical, valuable, and well-received by all parties involved.

4. Prepare your data architecture, models, and sources.

Your AI solutions require high-quality data to work with. Ensure that your data is clean, well-organized, and accessible. Develop robust data models that can accurately represent the complexities of your business processes, identify reliable data sources, and integrate them into your data architecture. This preparation leads to more accurate and insightful outputs.

5. Implement the ‘new ways of working.’

To fully realize the benefits of AI, it is essential to implement new ways of working. This involves building an AIOps model that leverages AI to enhance IT operations, improve service delivery, and optimize resource utilization. You'll also need to prepare your workforce for the AI-driven future by providing training and development programs that equip them with the necessary skills and knowledge. Encourage a culture of continuous learning and innovation, ensuring that employees are engaged and motivated to embrace AI technologies.

Start Leveraging AI with Entech.

We understand the ins and outs of implementing a rapidly changing solutions like Artificial Intelligence and Machine Learning. We only use evidence-based practices so you can be confident you're set up for sustainable success. Contact us today to learn more about our AI services.


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