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The advantage is the router, not the tool count

Kalanidhi AI is built as one assistant that understands your request and activates search, maps, audio recognition, vision, meeting transcription, research or website testing on your behalf. You are never asked to work out which tool to open.

Request lifecycle

  1. 1Detect the input type: text, voice, audio, image, camera, document or location.
  2. 2Classify the intent and select the module.
  3. 3Decide whether live external information is required.
  4. 4Retrieve from the appropriate live service.
  5. 5Reason over the retrieved evidence.
  6. 6Verify claims, then format the answer with sources and a next step.

Confidence policy

  1. 1High confidence: multiple authoritative sources agree.
  2. 2Medium confidence: reliable information exists but uncertainty remains.
  3. 3Low confidence: evidence is insufficient, and you are told so directly.
  4. 4Businesses, papers, DOIs, statistics and contact details are never fabricated.
  5. 5Service failures fall back to an alternate provider, then a plain-language message.