AskFajri: four ways to answer A landscape flow diagram showing featured prepared chats, reused cached answers, fast guardrail refusals, and normal chats that retrieve facts and generate a new AI answer. FOUR WAYS TO ANSWER Prepared and reusable answers avoid unnecessary AI generation. Only normal chat needs a new answer. SCENARIO 1 / PREPARED CHAT NEW AI GENERATION IDLE — NO NEW AI CALL 1 FEATURED CHAT · PREPARED IN ADVANCE 2 REPEATED QUESTION · REUSE WHEN AVAILABLE 3 GUARDRAILS · DECLINE UNRELATED TOPICS 4 NORMAL CHAT · GENERATE ONLY WHEN NEEDED VISITOR FEATURED CHAT e.g. “Why hire Fajri?” PREPARED ANSWER Published and controlled FAST RESPONSE No new AI generation AI CALL: NONE NEW QUESTION A visitor asks something CHECK SAVED ANSWERS Look for an eligible match FOUND? YES NO — CACHE MISS REUSE SAVED ANSWER Fast response • no new AI call AI CALL: NONE CHECK THE TOPIC Is this about Fajri’s work? OUT OF SCOPE “I DON’T KNOW” Fast, honest refusal AI CALL: NONE IN SCOPE FIND VERIFIED FACTS Use Fajri’s knowledge GENERATE ANSWER One new AI response AI CALL: YES SAVE + STREAM ANSWER Reuse eligible answers later
Showing how a prepared answer is delivered without a new AI call.

Conceptual flow, simplified for a business audience. “No new AI call” means no new answer-generation call; normal hosting and database resources are still used.