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RobiFox Blog

Trustworthy AI customer support, explained

Practical guides to source-backed answers, approved knowledge, chatbot testing, and responsible automation.

Operations professional compares spreadsheet data with a printed product price list.

How to Prepare Excel Files for Accurate Chatbot Answers

A spreadsheet can hold the exact detail visitors need, and the ambiguity that produces the costliest support answer. A price…

Business owner reviews a PDF manual on a tablet beside a laptop and printed documentation.

How to Prepare PDF Documents for Accurate Chatbot Answers

A PDF is often where a business keeps the information visitors most need: terms, installation guidance, product specifications, rate cards…

A laptop displays a customer support conversation beside a policy page for source checking.

How to Evaluate a Chatbot With Source Citations

Buying a website chatbot is not chiefly a question of whether it can write fluent sentences. The useful question is…

Support specialist compares a chatbot answer with a printed product manual at a wooden desk.

How to Reduce Unsupported Chatbot Claims With Practical Controls

“Prevent hallucinations” is a useful goal only if it becomes a set of observable controls. A customer-facing chatbot can still…