An AI knowledge base that answers, not searches
Transform scattered documents into a knowledge base that gives direct, cited answers instead of a list of links — for your team or your customers.
What this means for your business
A traditional knowledge base makes people read. They search, scan a list of links, open three articles and stitch the answer together themselves. The content is good; the experience is slow, and it scales badly as the library grows.
An AI knowledge base answers the question directly, grounded in your articles, with citations back to the source. It understands intent rather than just matching keywords, so it works even when the user does not know the exact term to search for.
We build it to be honest and current — it cites sources, abstains when unsure, and stays fresh through an automated re-indexing pipeline. Whether it serves staff or customers, the outcome is faster answers, less support load and a library that earns its keep.
What we build
Direct answers
Gives the answer with citations instead of a list of links to read through.
Intent understanding
Matches meaning, not just keywords, so users find answers without exact terms.
Staff or customer-facing
Deploy internally or as a public support assistant on your site or help centre.
Grounded & honest
Cites the source article and abstains when the answer is not in your content.
Access control
Optional per-user permissions so internal and public content stay separated.
Freshness pipeline
Automated re-indexing so new and edited articles are reflected immediately.
Implementation details
| Capability Parameter | System Specification |
|---|---|
| Sources | Help centre, docs, wikis, PDFs and product content |
| Retrieval | Hybrid vector + keyword search with reranking and citations |
| Deployment | Web widget, help-centre embed, in-app or internal bot |
| Access control | Optional SSO and permissions to separate internal from public content |
| Freshness | Automated re-indexing as articles change |
| Typical budget | ₹20L–₹40L / $20k–$50k depending on scope |