How accurate will AI-generated replies be for different Arabic dialects (MSA vs Egyptian vs Levantine)?
AI can produce appropriate register and dialect phrasing when you specify the target (e.g., 'Egyptian Arabic, friendly but formal'). For client-facing messages, add context about the client relationship and provide a short example phrase from the client to match tone. Always review dialect output to ensure regional idioms and formality are appropriate.
How do I ensure client-specific terminology and glossaries are preserved in replies?
Include a short glossary block in your prompt: list the preferred terms and their approved translations, and add an instruction like 'Use these translations exactly'. Use the 'terminology-first' templates so the generator prioritizes glossary items over automatic synonyms.
Can I use generated drafts directly in my CAT tool or do I need to reformat?
Generated drafts are plain text and can be copied into any CAT tool editor (Trados, memoQ, Wordfast). For segment-level work, paste the text into the relevant segment or use the draft as an email body. No special formatting is required, but verify segment alignment and glossary consistency after pasting.
What prompt settings produce the most professional tone for agency clients vs direct clients?
For agencies use formal MSA and include role labels (e.g., 'address as project manager, use formal register'). For direct clients or repeat contacts, specify the dialect (Egyptian/Levantine) and relationship (e.g., 'friendly, concise, repeat client') to nudge tone toward conversational professionalism.
How should I handle sensitive project details and confidentiality when using an AI generator?
Avoid pasting full confidential documents into prompts. Instead, reference documents by name, summarize the requested action, and generate a short commitment (e.g., 'I confirm compliance with the NDA and will store files securely'). Keep sensitive files inside your secure storage and only paste non-sensitive context as needed.
What’s the best way to ask the AI to summarize a long email thread before replying?
Paste the thread and request a one-paragraph summary with key points and decision items, e.g., 'Summarize the thread in 3 bullets: deadlines, outstanding questions, and requested files.' Use that summary as the context for the reply template to keep messages concise and focused.
How do I train consistent voice across replies for the same client?
Maintain a short 'style sheet' per client: preferred salutations, signature lines, common phrases, and glossary terms. Include that style sheet in your prompt or save it as a reusable template so each generated reply follows the same voice and phrasing.
Can the generator help with short translations inside a reply (e.g., translate a sentence and keep both source and Arabic)?
Yes. Use a prompt like 'Translate the sentence to Arabic and include the original in quotes above the translation.' The generator will produce both lines; ensure you request explicit formatting if you need quotes or brackets to preserve clarity.
