Custom AI Chatbots
Internal AI knowledge assistants for your team
An internal knowledge assistant answers staff questions from a company's own documentation, respecting the permissions each employee already holds. Lingows AI builds these assistants with permission aware retrieval, citations on every answer, and reporting on questions the documentation cannot answer.
01What this is
Internal assistants live or die on permissions. Retrieval must respect existing access controls so an assistant never surfaces a document the person asking could not open directly.
The most valuable output is often the gap report. Questions that retrieval cannot answer identify exactly which documentation is missing, which is information a company usually does not have.
02Who this suits
Distributed documentation
Companies whose knowledge is spread across drives, wikis, tickets, and inboxes.
High onboarding volume
Organizations where new staff consume senior time asking the same questions.
Policy heavy operations
Teams that must apply written procedure consistently.
03How it works
- Step 01
Mirror existing permissions
Retrieval is filtered by the requesting user's access, enforced at query time.
- Step 02
Cite the source document
Answers link to the document and section so staff can confirm and cite it onward.
- Step 03
Report unanswerable questions
Track what retrieval could not cover and route it to the documentation owner.
04Effort and timeline
| Item | Typical |
|---|---|
| Typical build | 4 to 8 weeks |
| Sources | Drive, wiki, ticketing, internal sites |
| Permissions | Enforced at retrieval time |
| Reporting | Content gap report on a cadence |
05Common failure modes
Flat permissions
A single index with no access filtering will eventually leak restricted material to the wrong employee.
Indexing stale drives
Old versions of a policy answer just as confidently as the current one.
No documentation owner
Gap reports with nobody to act on them accumulate without improving anything.
FAQQuestions
Common questions
Can staff see documents they are not allowed to access?
No. Retrieval is filtered by the requesting user's existing permissions at query time, so the assistant cannot surface content the person could not already open.
What if our documentation is incomplete?
That surfaces immediately in the gap report, which is one of the more useful early outputs. Lingows AI does not author a client's internal policy content.
Last reviewed 2026-08-16
UPWhere this sits
Internal Knowledge Assistants is part of Custom AI Chatbots. The pillar page covers scope, delivery model, and the other capabilities in the set.
- Website Chat
Website AI chat answers visitor questions from a company's approved content, cites the source of each answer, and performs lookups in connected systems where that is permitted. Lingows AI builds web chat with an explicit scope, a visible path to a person, and transcript review as a standing practice.
- Voice AI
A voice AI agent answers an inbound phone call, understands the caller, handles the request where it can, and transfers to a person on request. Lingows AI builds voice agents for scheduling, status questions, and intake, with call recording, transcript logging, and an immediate path to a human.
- SMS and WhatsApp
SMS and WhatsApp assistants handle confirmations, reminders, and two way support in the channel customers read fastest. Lingows AI builds these assistants with consent capture, automatic opt out handling, and platform template compliance, because messaging rules are enforced by carriers and platforms rather than by preference.
Talk through internal knowledge assistants
Bring the process, the volume, and the systems it touches. Lingows AI will scope the build, the effort range, and what running it costs.