Is this the same as a basic FAQ chatbot?

Not exactly. Many FAQ bots match fixed Q&A pairs. A knowledge assistant retrieves your curated content first, then composes natural-language answers — better for varied phrasing. Quality still depends on sources and governance.

How is RAG different from keyword search?

Search returns document lists; RAG pulls relevant passages and drafts a concise answer with references, so users spend less time opening every file.

Can we limit which documents are used?

Yes — and we recommend it. Define folders, document types or reviewed subsets so the model does not improvise beyond approved material.

Can we hand off to humans?

Yes. Use thresholds, keywords, categories or workflow rules to route to people, tickets or messaging channels.

Which channels are supported?

Web, WhatsApp, internal portals and more — channel choice affects auth and permissions, so we align with your processes.

Can data stay in a private environment?

Depending on sensitivity and policy, private cloud, on-prem or hybrid models are available — often reviewed with our private / on-prem AI page.

What do we prepare before launch?

Existing FAQs, service pages, SOPs and policies — plus clarity on who maintains content. You do not need perfection on day one, but you need ownership.

Do answers improve when content updates?

Yes, if indexes and ownership keep pace. Stale documents produce stale answers — we plan refresh cadence with you.

AI Knowledge Assistant / RAG

AI Knowledge Assistant

Turn your enterprise knowledge into answers staff and customers can trust.

We help organisations build AI-powered knowledge assistants that understand internal documents, policies and FAQs — giving staff or customers accurate, traceable answers instead of generic chatbot replies.

Ground answers in your FAQs, SOPs and approved documents
Keep tone and policy aligned with published sources

Use cases

Where an AI knowledge assistant fits

When answers live across FAQs, files, SOPs and internal notes, a knowledge layer can be the first line — cutting repeat questions, speeding replies and improving consistency.

Common · external

Customer FAQs

Website FAQs, pre-sales questions, service scope, delivery steps and how to apply.

Common · internal

Internal SOP lookup

Help teams find procedures, form rules, steps and caveats without chasing colleagues.

Document-heavy

Policies & long documents

For PDFs, policies and manuals.

Support

First-line service desk

IT, HR, admin and ops — handle known issues first; escalate complex cases.

Omnichannel

Consistent answers across channels

One reviewed knowledge base for web, WhatsApp, portal and more.

People

Onboarding & frontline enablement

Help new and part-time staff find the right material faster.

Use cases

Where it fits

Knowledge sources

From sources you already own

The assistant is only as good as the content you authorise. We help you structure FAQs, SOPs and files into a managed, retrievable layer.

Website FAQs & service copy

Reuse published FAQs, service descriptions and process pages as approved knowledge.

Internal SOPs & process docs

Structure department procedures, approvals and forms so people can ask in natural language.

PDF / Word / guidance packs

Segment long PDFs and policies; answers point back to passages.

Service desk knowledge

Known issues, hours, routing — first-line resolution before escalation.

Portal & structured intranet content

Bring in classified, tagged internal content where permissions already exist.

How it works

Ingestion, retrieval and grounded answers

Responses are built from your indexed content — not improvised. When confidence is low or the question is out of scope, route to a human.

Document ingestion

Upload policies, manuals, FAQs and training packs. Content is processed and indexed for retrieval.

Build the index

Indexing matches your data volume, update cadence and permission model.

Retrieval (RAG)

Questions retrieve relevant passages first; answers stay tied to source material.

Intelligent Q&A

Natural-language answers with references so users can verify and drill deeper.

Handoff & governance

Access rules, confidence thresholds and escalation paths keep operations safe and auditable.

Deployment options

Cloud, private or hybrid

Choose the hosting model that fits risk, speed and IT capacity — same knowledge design, different boundaries.

Cloud-hosted

Fastest path to pilot with managed infrastructure.

Private / on-prem

For data-sovereignty or air-gapped needs.

Hybrid

Cloud processing with on-prem storage or selective data residency.

Channel rollout

Website, WhatsApp, portal or desk tools.

Governance

Quality, permissions and human takeover

Leaders usually care whether answers are grounded, who can see what, and how humans step in. These controls are designed in, not bolted on later.

Scoped knowledge

Only cite approved sources — avoid answers outside your defined corpus.

Role & department access

Restrict sensitive sets by role, team or project.

Low-confidence & complex cases

Route to forms, WhatsApp, tickets or named owners instead of forcing automation.

Continuous updates

When FAQs and SOPs change, refresh indexes and ownership.

FAQ

Common questions

Typical questions during evaluation; share industry or internal policies when you contact us.

Next step

Improve FAQs, internal lookup or service support with AI?

Whether you start with a public FAQ or internal SOPs, we can propose pilot scope, channel plan and governance — step by step.

We clarify pilot scope, document inventory and rollout order before the next step.