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AI Insights

Field notes on conversational AI, compliance, and turning website visitors into customers.

Regulated & Age-Restricted

Fred: A Dispensary Assistant That Won’t Make a Health Claim or Skip the Age Gate

A chatbot that says a product 'cures anxiety' and serves a minor is two violations in one reply. Here is an assistant built to inform adults…

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Healthcare & Medical

Fred: An Inquiry Assistant That Won’t Give Medical Advice or Expose a Resident

An adult child asking a chatbot whether mom's meds are safe deserves a nurse, not a guess. Here is an assistant built to handle the inquiry…

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Education & Childcare

Fred: An Enrollment Assistant That Won’t Promise a Score or Mishandle a Kid’s Data

A chatbot that guarantees a 200-point jump and chats up a minor is two problems at once. Here is an assistant built to enroll families without…

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Real Estate & Property

Fred: A Leasing Assistant That Won’t Screen a Tenant or Steer an Applicant

One chatbot answer about who 'fits the building' is a fair-housing complaint. Here is a leasing assistant built so it treats every applicant exactly the same.

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Professional & B2B

Fred: An Estimate Assistant That Won’t Quote a Price or Promise a Result

A chatbot that quotes a price sight-unseen and promises a finish date just wrote a contract you have to honor. Here is an assistant built to…

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Financial Services

Fred: A Client Assistant That Won’t Give Tax Advice or Leak a Return

A chatbot that answers 'can I deduct this' has taken a tax position your firm now owns. Here is an assistant built to book the work…

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Healthcare & Medical

Fred: An Intake Assistant That Won’t Counsel, Diagnose, or Manage a Crisis

A chatbot that tries to counsel a client in distress is the worst possible tool for the moment. Here is an assistant built to handle intake…

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Healthcare & Medical

Fred: A Counter Assistant That Won’t Give Drug Advice or Expose a Record

A chatbot that answers 'can I take these together' is practicing pharmacy. Here is an assistant built to route counseling to the pharmacist and protect every…

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Healthcare & Medical

Fred: A Front-Desk Assistant That Won’t Diagnose a Pet or Refill an Rx

A worried owner asking a chatbot what dose to give the dog is a clinical call no website should make. Here is an assistant built to…

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Travel & Transportation

Fred: A Booking Assistant That Won’t Hide a Fee or Misstate a Refund

A chatbot that quotes a fare without the fees and promises a refund the supplier controls makes both your problem. Here is an assistant built to…

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