- Identify the right opportunities
The first step to AI implementation is to identify the areas of your business most likely will gain optimum benefit. This may incorporate any area where automation of repetitive tasks can increase efficiency, or where AI can deliver better decision-making insights.
- Invest in the right infrastructure
AI requires a substantial data infrastructure, including hardware for data processing and storage, as well as the right software to analyse data and optimise insights.
- Upskill your team
AI can be complex, and the skills required to implement and maintain AI systems are specific and advanced. Consider investing in training your existing staff or hiring new employees with AI expertise.
- Ensure data quality
AI systems are only as good as the data they are trained on. Ensure you have processes in place to maintain data quality and integrity.
- Mitigate AI risk
AI systems can be prone to bias, security risk, and other data issues. Developing a strategy to mitigate risk, including clear policies regarding data governance and usage is imperative.
- Engage in ethical practices
Consider ethical implications when implementing AI into your business, which may include privacy, transparency, and fairness. Proactively addressing these issues and communicating your commitment to ethical AI usage to your stakeholders is recommended.
- Adopt an iterative approach
Learn from incremental AI implementation by starting small and progressively scaling AI initiatives. Implementation is not a one-off project however an ongoing process of learning, tweaking, and improving.
- Partner with experts
If you don’t have the in-house expertise to introduce AI to your business, consider partnering with a company specialising in AI implementation, which is able to guide the process and assist mitigate common pitfalls.
- Keep humans in the loop
AI can automate many tasks, however it’s not a replacement for human judgment. Maintaining a human in the decision-making process to oversee the AI operation is recommended to enable intervening if necessary.