Common · external
Customer FAQs
Website FAQs, pre-sales questions, service scope, delivery steps and how to apply — high-repeat topics.
Outcome: fewer repeat tickets; frontline focuses on judgement calls.
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 · internal
Internal SOP lookup
Help teams find procedures, form rules, steps and caveats without chasing colleagues.
Outcome: more consistent answers and easier version control.
Document-heavy
Policies & long documents
For PDFs, policies and manuals — retrieve relevant passages and summarise with citations.
Outcome: faster orientation; less time flipping through files.
Support
First-line service desk
IT, HR, admin and ops — handle known issues first; escalate complex cases.
Outcome: triage workloads and shorten wait times.
Omnichannel
Consistent answers across channels
One reviewed knowledge base for web, WhatsApp, portal and more — reducing mixed messaging.
Outcome: aligned wording and fewer contradictions.
People
Onboarding & frontline enablement
Help new and part-time staff find the right material faster.
Outcome: shorter ramp-up and less repeated training.
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.
Strong fit for pre-sales, delivery steps and general admin — can coexist with existing pages.
Internal SOPs & process docs
Structure department procedures, approvals and forms so people can ask in natural language.
Helps when versions change often and “latest copy” matters.
PDF / Word / guidance packs
Segment long PDFs and policies; answers point back to passages.
Better for long-form content than guessing from model memory alone.
Service desk knowledge
Known issues, hours, routing — first-line resolution before escalation.
Account-sensitive cases still go to the right owner.
Portal & structured intranet content
Bring in classified, tagged internal content where permissions already exist.
Suited to mid-size and larger organisations with role boundaries.
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.
1
Document ingestion
Upload policies, manuals, FAQs and training packs. Content is processed and indexed for retrieval.
2
Build the index
Indexing matches your data volume, update cadence and permission model — not one-size-fits-all.
3
Retrieval (RAG)
Questions retrieve relevant passages first; answers stay tied to source material.
4
Intelligent Q&A
Natural-language answers with references so users can verify and drill deeper.
5
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.
Good when you want speed and predictable ops overhead.
Private / on-prem
For data-sovereignty or air-gapped needs — evaluate with your IT and compliance teams.
Pairs with our private AI agent and governance pages.
Hybrid
Cloud processing with on-prem storage or selective data residency.
Balances agility with boundary controls.
Channel rollout
Website, WhatsApp, portal or desk tools — align entry points and escalation with how you already work.
Clear routing beats “AI everywhere” without a plan.
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.
Start with an allow-list and expand in stages.
Role & department access
Restrict sensitive sets by role, team or project.
Reduces accidental oversharing.
Low-confidence & complex cases
Route to forms, WhatsApp, tickets or named owners instead of forcing automation.
Customers and staff never get stuck in a loop.
Continuous updates
When FAQs and SOPs change, refresh indexes and ownership.
Stale content is a governance issue — we plan for it.
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.