Internal AI assistant
An internal assistant that answers from the documents your team already maintains — HR policies, standard operating procedures, product specifications, post-mortems, support history — with a citation back to the source paragraph on every answer. Self-hosted or deployed inside your own cloud tenant. Nothing trains on your data; nothing leaks into a shared vendor account.
What you hold in your hand at the end.
Concrete artifacts, not abstract "documentation" — the actual files, accounts, videos, and runbooks you walk away with.
- 01Running assistant in your environment (self-hosted, AWS, Azure, or GCP)
- 02Connectors to your document sources with incremental sync on a schedule
- 03Admin dashboard showing top questions, retrieval quality, and flagged answers
- 04Evaluation harness with a baseline accuracy score and a regression gate
- 05Training session for your team on how to maintain the knowledge base
The work itself.
In-scope activities. Everything here is part of the quoted price — no line-item surprises.
- Document ingestion pipeline: Google Drive, SharePoint, Notion, Confluence, PDFs, tickets
- Vector store (pgvector, Qdrant, or your choice) deployed in your cloud or ours
- Cited answers — every response links back to the source document
- Role-based access — engineering sees engineering docs, HR sees HR, etc.
- Admin panel for reviewing answers, flagging hallucinations, re-indexing
- Audit log of every question asked and which documents were retrieved
How price and timeline scale.
Same shape of work at every tier — more depth, more integrations, more edge cases as you go up. We pick the tier that fits on the demo call.
- Basic1× base€2,3004,498 лв.
Single source · <1k docs · chat UI
Timeline2 weeksConfigure in calculator → - Standard2× base€4,6008,997 лв.
Multiple sources · roles · citations · admin
Timeline3–4 weeksConfigure in calculator → - Complex3× base€6,90013,495 лв.
50k+ docs · custom connectors · eval suite
Timeline4–5 weeksConfigure in calculator →
Extras you can roll into the build.
One-off fees. Add any, all, or none — the calculator shows the running total and you can share a link to your exact configuration.
- +€200+391 лв.Analytics setupGA4 · conversions · dashboards
- +€500+978 лв.Migration from existing siteContent · URLs · redirects
- +€300+587 лв.Accessibility audit (WCAG)Contrast · keyboard · screen-reader · fixes list
What this service doesn't include.
Said up front, so nothing surprises anyone at invoice time. Most of these can be scoped in separately — say the word.
Documenting processes that aren't written down yet (separate discovery scope)
Public-facing chatbots — see AI chatbot for that
Training or fine-tuning a foundation model from scratch
Typical shapes that fit.
- Case 01
Onboarding new hires without burning senior-engineer time on policy questions
- Case 02
Support team looking up product specs and past ticket resolutions in seconds
- Case 03
Engineering team searching across Notion, Drive, and GitHub for past decisions
Things clients actually ask.
Does my data leave the building?
Only if you want it to. Default deployment runs in your cloud tenant or ours. Embeddings and generation can route to your own Azure OpenAI / AWS Bedrock endpoint, so no data crosses into a shared vendor account.
Will it hallucinate?
Less than a raw chatbot, because every answer cites the source it came from — if the source isn't there, the answer isn't either. The eval harness catches regressions before they hit production.
Who can see what?
Role-based access at the retrieval layer. A sales user asking about the 2025 pricing plan gets the answer; the same user asking for the HR grievance policy doesn't see it. Audit log records every query.
Services we tend to ship together.
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Custom software
For operations where the workflow is the advantage, not the obstacle.
Read more →
Want this scoped for your business?
Thirty minutes, no slide deck. We ask the questions that decide whether the engagement fits, then send a written scope and a fixed price inside one business day.