When does this service fit?
For businesses receiving recurring questions about services or procedures and needing assistance within a website or approved channel.
Development scope
- Organize knowledge sources, permissions, allowed topics and response style for each language.
- Build conversation and content retrieval, showing sources or asking for clarification when information is insufficient.
- Define human handoff, conversation retention and controls against actions beyond the user’s permissions.
- Prepare formal Arabic, dialect and English evaluation cases covering source references, abstention on missing information and escalation to a responsible person.
From requirements to implementation
- Approved knowledge: Identify current sources and what the assistant may say or do.
- Conversation & testing: Test common, ambiguous and out-of-scope questions in both languages.
- Handoff & monitoring: Prepare human handoff, knowledge updates and review of unanswered cases.
What is delivered?
- A knowledge map, conversation scenarios and a boundary and handoff policy.
- An assistant connected to approved sources and channels with knowledge-update administration.
- Arabic and English evaluation questions, results and monitoring configuration.
What needs to be defined?
Answer quality depends on the source, model and question. External channels require accounts and permissions; chat does not automatically receive financial approval or sensitive decision authority.
A service-specific acceptance example
Ask in dialect, formal Arabic and English about missing information; the assistant abstains and offers escalation.
Scope, cost & schedule
The discussion starts with users, workflows, data volume, integrations and the existing system. Priorities are agreed, followed by a written first-release scope, cost, schedule and acceptance criteria. Later phases can follow business needs.
Testing, handover & support
The agreement defines handover files, usage rights, hosting, backups, updates and support. Agreed scenarios are tested, and operating setup, permissions and rollback procedures are documented before launch.
Explore related evidence
The acceptance criterion above is a planning example; actual tests follow your project scope.
Try the educational workflow demo Related decision guideQuestions about this solution
How does the assistant avoid inventing information?
It uses defined sources and is instructed to stop or clarify when evidence is insufficient, with misleading cases tested. These controls reduce error without eliminating it.
Can it look up a customer’s request?
Yes, through an authorized connection that checks user identity and request ownership on the server, with explicit limits on fields shown in chat.
How is its knowledge updated?
Content sources, refresh timing and approval ownership are defined, with affected questions reevaluated when services or policies change.