VBRO Technology
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AI chatbots, WhatsApp automation and workflow agents — See the reference architectures we deploy.

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AI & automation

AI-Powered Search for Websites

Search that understands what was meant.

Keyword search fails the moment a customer describes a product in their own words. Semantic search fixes that, and pays back fastest on large catalogues.

How we scope it

We start by mapping the process as it actually runs, exceptions included, because the exceptions are usually why the packaged product did not fit. That produces a build order — what is costing you now goes first — and an estimate we are willing to be held to.

If the honest answer is that an off-the-shelf product would serve you better, or that this does not need building yet, we will say so. That conversation costs us a project occasionally and saves the relationship every time.

What is included

  • Semantic search across products or content
  • Synonym and vernacular handling
  • Ranking tuned on click behaviour
  • Zero-result reporting so gaps get fixed

Need ai-powered search for websites?

Tell us what you are trying to achieve. We will tell you what it would take — including if we are not the right fit.

Where we work

582 cities across 19 countries.

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