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Professional & B2B

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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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Professional & B2B

Title VII, the ADA, and AI Hiring Audits: A 2026 Staffing Playbook

Screening is where discrimination law lives, and AI hiring tools are now specifically regulated. Here is the 2026 standard for an assistant on a recruiting site.

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Professional & B2B

Estimates, Express Warranties, and Your Contracting Site: A 2026 Playbook

A ballpark number anchors a homeowner, and 'guaranteed' is a warranty. Here is the 2026 standard for an assistant on a contracting site that quotes from…

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Professional & B2B

When Your Staffing Site Screens a Candidate It Shouldn’t

A candidate told the recruiting site about a disability and asked if their age was a problem. The bot screened them out. That exchange is a…

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Professional & B2B

When Your Contracting Site Quotes a Number You’ll Be Held To

A homeowner asked the website what a kitchen remodel runs and whether the work is guaranteed. The bot gave a number and a yes. The crew…

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