What do you do if you're unsure about the reliability and accuracy of new technology?

First, I investigate the technology's development process and evaluate the credibility of its creators. Have they followed rigorous testing and validation protocols? Are they transparent about their methods and data sources? Next, I assess the technology's performance in different scenarios and environments. Does it consistently produce accurate results across various datasets or conditions? Are there any known limitations or edge cases where it might fail? I also examine user reviews, feedback, and ratings from other users who have hands-on experience with the technology. What are their pain points or success stories? Have they encountered any issues with reliability or accuracy?

If you're unsure about the reliability and accuracy of new technology, it's always wise to conduct thorough research. Start by gaining a basic understanding of what the technology does, which industries it applies to, the benefits it offers, and the situations where it is most effective. Evaluate the pros and cons, including any potential risks it might pose. Additionally, assess the resources required—such as time, talent, and capital—to integrate this technology into your corporation. Consider whether it aligns with and supports your business growth and company objectives. Researching these aspects will provide a foundational understanding to determine if the technology merits further investment.

When conducting research, start by clearly defining your objectives and identifying the specific information you need to gather. Use reliable sources such as academic journals, reputable websites, and expert-authored books. Evaluate the credibility of sources by considering factors like author expertise, publication date, and peer review status. Organize your findings systematically and critically analyze the information to draw meaningful conclusions. Finally, cite your sources properly to give credit to the original authors and avoid plagiarism.

Consulting expert opinions can be valuable when assessing the reliability and accuracy of new technology. Look for reputable experts in the field who have relevant experience and expertise. Consider their credentials, track record, and affiliations with reputable organizations. Pay attention to their analysis, insights, and recommendations regarding the technology in question. Additionally, seek out consensus among multiple experts to ensure a well-rounded understanding. However, it's essential to critically evaluate expert opinions and consider potential biases or conflicts of interest that may influence their perspectives.

User reviews can provide valuable insights into the reliability and accuracy of new technology. Look for reviews from individuals or organizations who have firsthand experience with the technology in question. Pay attention to both positive and negative feedback, as this can help you gain a balanced understanding of its strengths and weaknesses. Consider factors such as the number of reviews, the credibility of the reviewers, and whether their experiences align with your own needs and expectations. Keep in mind that individual opinions may vary, so it's essential to look for common themes or patterns across multiple reviews.

Find opportunities to experiment with manageable investment and risk. Use cases, pilot projects, demos, proofs-of-concept (PoCs), and minimum-viable-products(MVPs) are the fastest and strongest way to create lessons and momentum which will drive your experience while extracting the real benefit from the new technology. Whether that's a new app, feature or something else. The asset you obtain from using the new technology is a fraction of the value. The rest is in the lessons learned from the process!