Built an approval-first automation layer
Viral Waghela
Built an approval-first automation layer inside LeadLens CareOS to handle repetitive clinic workflows without giving AI unrestricted control.
The system can prepare actions for inactive-patient recovery, package renewals, and business-growth workflows, then route them for review before anything external is executed.
The focus was on combining AI, business rules, workflow automation, and human oversight into a system that is useful in real operations—not just a standalone chatbot.
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Posted Sep 23, 2026
Built an approval-first automation layer inside LeadLens CareOS to handle repetitive clinic workflows without giving AI unrestricted control. The system can ...
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