Evidence-Based Digital Tools in Healthcare: AI Scribes, Cybersecurity, and In-Basket Management

Conclusions

• AI is rapidly becoming routine in clinical practice, with most physicians already using it professionally and expecting broader use soon for documentation, summaries, instructions, and administrative tasks.
• Digital scribes and ambient clinical documentation appear to improve clinician satisfaction, reduce pajama time, and lower documentation burden, making them a practical and scalable practice-enhancement strategy.
• The strongest case for AI scribes is not only efficiency but also financial and workflow value, especially in systems facing rising costs and limited reimbursement.
• However, AI documentation tools have important limitations, including poor handling of non-English encounters, variable EHR integration, and startup costs that practices must weigh carefully.
• Dermatology practices should view AI-enabled documentation as a tool to preserve clinical value in an environment where payers are also increasingly using AI to scrutinize and downcode claims.
• Cybersecurity is a major and growing threat to dermatology and healthcare more broadly, with breaches affecting large numbers of patients and often arising from human error rather than sophisticated attacks alone.
• Basic security practices such as strong passwords, two-factor authentication, locked workstations, updated software, backups, encrypted systems, and staff education are essential and high-yield.
• Maintaining a culture of cybersecurity awareness is as important as technical safeguards, because every member of a practice can either reduce or increase vulnerability.
• Inbox and portal messaging have become a major source of clinician burden and burnout, with EHR time and message volume rising substantially after the pandemic.
• AI-generated draft replies and inbox assistants can save substantial clinician time and reduce burden, but they should be used as decision-support tools rather than fully autonomous replacements for clinician judgment.
• Patient portal overload is a real well-being issue, and practices may need both technology and boundary-setting to protect clinician sustainability and humanity.
• Overall, the presentation argues that evidence-based technology can improve dermatology practice, but it should be adopted thoughtfully, with attention to workflow, safety, privacy, and clinician well-being.