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Insights

What we are learning, while we are learning it

Written by the consultants and engineers on the engagements — including the approaches that did not work. No ghostwritten thought leadership.

2 articles in this category, page 1 of 1.

  • AI Services7 min read

    Your AI pilot succeeded and it told you nothing

    A pilot run on curated data, with the team watching, against no baseline, is a demonstration. It predicts almost nothing about production behaviour — and the gap is where most AI budgets go.

  • AI Services8 min read

    Retrieval systems fail quietly

    A retrieval system that returns the wrong passage produces a confident, well-written, wrong answer. Nothing in the output signals the failure, which is what makes it the dangerous kind.

AI Services insights | VijnoraTech