Using AI to Optimize Business Workflows
Our team has been exploring ways to use AI to automate parts of our reporting and analytics processes. We see opportunities to reduce manual work and speed up decision-making, but it feels tricky to determine which tools and models are the most suitable. There are so many options, from predictive models to generative AI, and it’s hard to know where to start without testing multiple approaches. We want to avoid wasted time and ensure any solution fits our workflow smoothly.
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When our company faced a similar challenge, we found it helpful to start small with pilot projects that tested AI on a limited dataset. We also reviewed expert resources where you can read more about best practices for AI integration, covering planning, model selection, and deployment strategies. Following structured approaches helped our team reduce trial-and-error time, monitor results carefully, and gradually expand the use of AI across reporting and analytics workflows without disrupting existing operations.