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Verification

Similar isn’t the same as right.

Traditional RAG hands your AI whatever reads closest to the question. Kenby checks every passage first. Here is one question, answered both ways.

Step 1 of 4 · Retrieve

It starts like any RAG.

Kenby searches your library by meaning and by keyword, and shortlists the 24 passages closest to the question.

Step 2 of 4 · Traditional RAG

Most RAG stops at the top five.

The 5 most similar passages go straight to the model, unchecked. Two describe other plans, and the right one ranked 7th. The answer sounds sure, and it's wrong.

Step 3 of 4 · Verify

Kenby checks all of them.

Each of the 24 passages is checked on its own: does it actually answer the question? Only 90% and up counts as verified.

• Verified90%+ · answers from it
• Possible50–90% · shown, not used
• Noiseunder 50% · dropped

Step 4 of 4 · Answer

Answers come from verified passages only.

Every answer cites its source. Possible matches are shown to you, never used. When nothing is verified, Kenby says so instead of guessing.