Accurate answers start with a knowledge base you maintain in Arabic and English with matching commercial facts. Optional AI should retrieve those articles—not invent shipping dates. Name a content owner, and pause AI on intents when campaign copy goes stale.
Why accurate AI support needs a knowledge base first
Optional AI answers stay trustworthy only when they retrieve published articles. Without a maintained knowledge base, models fill gaps by inventing fees, stock, and refunds—exactly AI inventing policy.
answers grounded in knowledge means agents and AI cite the same source of truth. Soft product fit: Converla’s knowledge base is plan-dependent; confirm availability before promising it.
What goes wrong when AI invents policy
Customers screenshot contradictions between Arabic and English replies. Finance spends mornings reversing chat promises. Pause assisted answers on stale intents instead of “pushing through” a campaign weekend.
Build bilingual knowledge that stays aligned
Write each locale natively with identical commercial facts. Keep knowledge base, AI answers, source of truth as the fields you actually sync beside chat.
- Publish top intents as short articles (shipping, COD, returns, hours).
- Match fees and eligibility across Arabic and English.
- Name a content owner for updates.
- Let agents flag gaps from the inbox with notes—not silent live edits.
- Re-enable AI assist only after republishing corrected articles.
Ownership after a wrong AI answer
Fix the article first, then the prompt or draft habit. Unowned edits create silent policy drift. Supervisors track wrong-answer reopen reasons weekly.
Tip: Stale knowledge plus AI multiplies wrong promises—pause the lane.
Campaign weekend scenario
If a promo changes fees Friday night, mark those intents human-only until Monday’s articles match. Then restore assisted drafts with review.
When the platform helps
A shared inbox with notes beside each conversation makes knowledge gaps visible. Converla also offers official WhatsApp connectivity and visual flows; optional AI and knowledge base depend on plan—see features. Continue with the Converla WhatsApp launch checklist.
Keep answers grounded in knowledge. Refuse AI inventing policy.
Reader checklist
- Content owner named.
- Bilingual commercial facts identical.
- Pause rule for stale campaign intents.
- Plan-dependent features confirmed—not invented.
Frequently asked questions
Why does accurate AI support need a knowledge base first?
Without published source articles, models fill gaps with guesses about fees, stock, and refunds. A knowledge base is the source of truth agents and optional AI should cite. Soft fit: Converla’s knowledge base is plan-dependent—confirm availability before promising it.
How do I keep Arabic and English knowledge answers aligned?
Write each locale natively with identical commercial facts—hours, fees, and eligibility. Never machine-mirror one language into the other without an editor. Shared facts prevent customers from screenshotting contradictions.
Who should own knowledge-base updates after an AI wrong answer?
Name a content owner who publishes corrected articles; agents flag gaps from the inbox with notes. Unowned edits create silent policy drift. Fix the article before expanding AI coverage.
What happens when knowledge is stale during a campaign weekend?
Pause AI-assisted answers for the affected intents and route those chats human-only until articles match the campaign. Stale knowledge plus AI multiplies wrong promises. Republish, then re-enable assistance.
