Internal Knowledge Base Bot

What we ingest

The bot is only as good as what it can read. A typical ingestion for an Indian SMB or mid-market team:

• SOPs and process documents, in whatever mix of Word, PDF and Google Docs they exist.
• HR policies — leave, expenses, travel, conduct, notice periods.
• Product and technical documentation, including internal wikis.
• Past project files and handover notes, which are usually the richest and least organised source.
• Closed support tickets, if you run a helpdesk. Historic answers are gold.
• Contracts and client-specific arrangements, with tighter permissions.

Permissions are the hard part

Accuracy is a solved problem. Access control is where these projects go wrong, and it is the thing to interrogate any supplier about.

A naive build indexes everything into one pool, and then an intern asking about leave policy gets an answer that quietly cites the salary review spreadsheet. There is no recovering from that.

We map this with you before ingestion, not after. The default is exclusion — anything not explicitly cleared stays out of the index until someone decides where it belongs.

Why citations change adoption

An internal bot that answers confidently with no source gets used twice and then abandoned, because the first time someone acts on a wrong answer, trust is gone.

Every answer ours produces links to the document and section it came from. That does two things: the reader can verify in five seconds, and when the source is out of date they can see that and fix it. The bot becomes a way of finding stale documentation rather than a way of propagating it.

Where staff actually use it

Adoption depends far more on placement than on quality. A bot living on an internal web page nobody has bookmarked will not get used.

In practice, the two that work in Indian companies are a WhatsApp number staff already have saved, and an integration into whatever chat tool the team lives in. We build for the channel your team already uses rather than the one that is easiest to develop for.

When it is worth it

Below about twenty staff, the same three people can answer everything and probably should. The bot earns its cost when the repetition is real — new joiners every quarter, staff across multiple sites, or one person who has become a bottleneck because everything routes through them.

The clearest signal is if someone in your business is visibly the human search engine. That person is expensive and they are also a single point of failure.

What your team ends up with

An assistant connected to your approved documents, role-based access, source citations on every answer, a channel your team already uses, an admin page for adding and removing documents, and a log of unanswered questions — which is effectively a to-do list of documentation you are missing.