[{"role": "assistant", "specs": {"llm": {"latency": 0, "tokens_used": 0, "input_tokens": 0, "cached_tokens": 0, "output_tokens": 0}, "synthesiser": {"latency": 0.8708606567233801, "tokens_used": 102}}, "content": "Hi Hitesh, this is Ava calling from IRIS Carbon. I know I’m reaching you unexpectedly — is this a bad time for a quick minute?"}, {"role": "user", "content": "No. Tell me."}, {"role": "assistant", "specs": {"llm": {"latency": 0.6587762939743698, "tokens_used": 6132, "input_tokens": 1090, "cached_tokens": 4992, "output_tokens": 50}, "synthesiser": {"latency": 0.7707503740675747, "tokens_used": 194}}, "content": "Alright, thanks for that. I work with finance teams managing annual reporting and disclosures, and I wanted to understand how you’re handling that on your end. Is your reporting more in-house, Excel-heavy, or do you use a platform?"}, {"role": "user", "content": "Two."}, {"role": "assistant", "specs": {"llm": {"latency": 0.6737340022809803, "tokens_used": 6171, "input_tokens": 124, "cached_tokens": 6016, "output_tokens": 31}, "synthesiser": {"latency": 0.9193168510682881, "tokens_used": 107}}, "content": "Right, makes sense. And how’s that working for you — is everything pretty smooth, or do some parts take more time than you'd like?"}, {"role": "user", "content": "Yes. Yes. I'm managing it by Excel sheet."}, {"role": "assistant", "specs": {"llm": {"latency": 0.6221032370813191, "tokens_used": 6222, "input_tokens": 44, "cached_tokens": 6144, "output_tokens": 34}, "synthesiser": {"latency": 0.9074302669614553, "tokens_used": 129}}, "content": "Got it, thanks for sharing. Many teams we speak with find manual tagging and review cycles take up more time than expected. Does that sound familiar to you?"}, {"role": "user", "content": "Yes."}, {"role": "assistant", "specs": {"llm": {"latency": 0.5979879917576909, "tokens_used": 6273, "input_tokens": 86, "cached_tokens": 6144, "output_tokens": 43}, "synthesiser": {"latency": 0.919176537077874, "tokens_used": 160}}, "content": "Right, I hear you. A lot of teams we help simplify those workflows to save effort and speed up cycles. Would a quick fifteen to twenty minute walkthrough with one of our experts be helpful to you?"}, {"role": "user", "content": "That is time consuming for me."}, {"role": "assistant", "specs": {"llm": {"latency": 0.7209403198212385, "tokens_used": 6316, "input_tokens": 6286, "cached_tokens": 0, "output_tokens": 30}, "synthesiser": {"latency": 0.8164699119515717, "tokens_used": 114}}, "content": "I understand, that can be really frustrating. Would you like to schedule a short walkthrough to see how we might make this easier for you?"}, {"role": "user", "content": "Yes. That will be helpful."}, {"role": "assistant", "specs": {"llm": {"latency": 0.7164677921682596, "tokens_used": 6347, "input_tokens": 57, "cached_tokens": 6272, "output_tokens": 18}, "synthesiser": {"latency": 0.9350824118591845, "tokens_used": 57}}, "content": "Great — what works better for you, later this week or early next week?"}, {"role": "user", "content": "Probably next week."}]