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セールス現場を革新!リアルタイムAIアシスタント「SalesCopilot」で顧客対応を劇的に効率化
※ 日本語タイトル・ポイントはAIによる自動生成です。正確な内容は原論文をご確認ください。
ポイント
- SalesCopilotは、顧客からの質問をリアルタイムに検出し、製品データベースから関連情報を即座に提示するAIアシスタントです。
- 営業担当者が手動で情報を検索する手間を省き、顧客体験を向上させ、営業効率を大幅に改善することが期待されます。
- 保険販売のシナリオで、平均2.8秒の応答時間と100%の質問検出率を達成し、手動検索に比べ14倍の高速化を実現しました。
Abstract
During live sales calls, customers frequently ask detailed product questions that require representatives to manually search internal databases and CRM systems. This process typically takes 25-65 seconds per query, creating awkward pauses that hurt customer experience and reduce sales efficiency. We present SalesCopilot, a real-time AI-powered assistant that eliminates this bottleneck by automatically detecting customer questions, retrieving relevant information from the product database, and displaying concise answers on the representative's dashboard in seconds. The system integrates streaming speech-to-text transcription, large language model (LLM)-based question detection, and retrieval-augmented generation (RAG) over a structured product database into a unified real-time pipeline. We demonstrate SalesCopilot on an insurance sales scenario with 50 products spanning 10 categories (2,490 FAQs, 290 coverage details, and 162 pricing tiers). In our benchmark evaluation, SalesCopilot achieves a measured mean response time of 2.8 seconds with 100% question detection rate, representing a 14xspeedup compared to manual CRM search in an internal study. The system is domain-agnostic and can be adapted to any enterprise sales domain by replacing the product database.
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