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Surat, Gujarat

RAG & Knowledge Assistant Development in Surat

Your documents, answerable.

Retrieval-augmented generation is how you get an assistant that knows your business without training a model. The quality lives almost entirely in the retrieval, which is where most implementations under-invest.

Why Surat is different

Surat runs on textiles and diamonds, where a unit of stock has attributes ordinary retail software has no field for: a cut, a clarity, a lot, a weave. Purpose-built inventory is not a preference here, it is the requirement — and it is the same modelling problem our jewellery ERP was built to solve.

How we work with Surat businesses

Delivery is cloud-based and remote by default, so a business in Surat gets the same product, onboarding and support as anyone else — nothing to install locally and nothing to maintain on site. What distance changes is the conversation, so discovery, demos and support run in your working hours.

We scope before we quote. If the honest answer is that you do not need this built yet, or that an off-the-shelf product would serve you better, we will say so — that conversation costs us a project occasionally and saves the relationship every time.

What is included

  • Document ingestion from drives, wikis and PDFs
  • Chunking and retrieval tuned on your content
  • Answers with source citations
  • Permission-aware retrieval so staff see only their data

Need rag & knowledge assistant development in Surat?

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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