Marcus Bellweather

Test AI agents on four dimensions before believing they automate like human staff.

Automation loses ground when workflows lack clear escalation paths and staff bypass takes over.

Healthcare AI setup fees bundle real compliance work that standard software contracts never require.

Screen-operating agents holding portal credentials create security exposures human logins never do.

Automating unmapped workflows copies their flaws into machines that repeat them at scale.

Workflow audit beats vendor comparison as the true measure of AI readiness in healthcare.

Verify deployment timelines with reference accounts and contractual milestones before signing.