Spring GDS 25th Anniversary
A logistics company that ships to 190 countries built something to ship to itself.
Custom AI Search Engine
What is a custom AI search engine?
A custom AI search engine finds answers based on meaning rather than exact keyword matches. Traditional search looks for the words you typed. AI search understands what you meant, even when your phrasing and the source content share no words at all.
It works by turning text into vectors, numerical representations that capture intent and context. A query and the documents get compared in that vector space, so "shoes for running in the rain" surfaces a waterproof trainer that never mentions rain. Many systems pair this with retrieval-augmented generation, where the engine pulls the most relevant content and a language model writes a grounded answer on top. That pairing is what separates a real product feature from a keyword index with a chat box bolted on.
Compared to classic full-text search like Elasticsearch defaults or a SQL LIKE query, AI search trades exact precision for semantic understanding. A support knowledge base is a good example. A user types "my payment bounced" and the engine returns the article titled "Resolving failed transactions" because it understands the two phrases describe the same problem.
Custom AI search at Dallonses
We build AI search into products where finding the right thing fast is the whole point. Knowledge bases, large catalogs, internal document stores. The work starts with the data, not the model. Clean, well-structured content makes for good search. Messy content makes for confident wrong answers, and we are honest with clients about that from day one.
Our AI development work treats search as a system, not a demo. We pick the embedding model, the vector store, and the ranking logic to fit your content and your budget, then we measure whether real queries return real answers. When a result is wrong, we trace why and fix the pipeline. That is how an AI solution earns trust with the people who use it every day.
Got a pile of content nobody can find their way through? Let's make it searchable.
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