How Conversation Data Becomes Evidence
You want to revisit the moment a client raised a concern. The recording is an hour long, and the meeting summary records the final decision. To prepare for the next conversation, you need to hear the concern and your response. Speaker labels, timestamps, and the recorded audio help you find and examine that exchange.
Rapport Score brings those steps together through capture, measurement, timestamped evidence, lessons, and live practice. Understanding how the information moves through that process helps you get more from the result. You can follow the feedback back to its source and carry the finding into your next attempt.
Review timing as well as words
A written summary can preserve the main topics while leaving out much of how the exchange unfolded. A pause before an answer, overlapping speech, or a question followed immediately by another question may disappear in a clean account of what was discussed. Those details can matter when your purpose is communication development.
Rapport Score examines language, timing, and relevant audio patterns in recorded conversations. You can upload a recording directly or use meeting-bot capture, with calendar and meeting-link options available. The starting point is the exchange itself, giving you material to revisit alongside your memory and understanding of the situation.
Connect the words to a speaker and a moment
A transcript represents speech as text. Speaker separation distinguishes contributions, and timestamps locate the words in the recording. Microsoft's speech-to-text documentation describes these processing functions. For your review, the practical benefit is being able to follow a contribution back to the exchange it came from.
Rapport Score includes speaker labeling and role-and-context information to establish whose communication is being analyzed. That gives the measurement a focus and makes the feedback easier to navigate. A coach can locate an exchange to discuss, and the client has a recognizable reference point for the review.
Understand how measurement and interpretation fit together
The measurement engine examines defined behaviors and patterns before AI helps present an interpretation. The same recording produces identical measurement results, so the explanation starts from a consistent foundation. You can inspect what was measured, return to the exchange, and decide how the feedback relates to your goal.
The platform presents a composite Rapport Score and seven Rapport Dimensions, with more detailed measurement and coaching information. Use the overview to find an area worth examining, then go deeper into the relevant moment. Use what you hear to choose the response you want to practice.
Choose a practice task from the feedback
Timestamped coaching moments include specific feedback, suggested alternative wording, and a prompt for roleplay. Imagine reviewing a moment where you repeated an explanation after a client raised a concern. Returning to the exchange lets you hear the concern and examine whether your response addressed it. The next task might be to clarify the question before explaining further.
Ask Coach lets you explore the available evidence through questions. You can ask about supported measurements or patterns and follow the answer through citations and links to relevant moments. Use it to find an example for your next coaching session or understand a result you want to examine more closely.
Explore: Analysis & Scores · Coaching & Practice
Use the skill and review your next attempt
Lessons support your understanding, and Ask Alex provides live voice roleplay for rehearsing the skill. Subsequent recorded conversations are measured again, giving you a way to review how the approach appears in real work. You can recognize an improvement, examine a difficulty, and choose the next practice focus.
For a coach or training organization, this gives analysis a continuing role in the service. Start with a recording you know, examine a coaching moment, and explore the practice that follows. You'll see how an exchange becomes evidence you can use to guide development.
Read: What AI Can Tell You About a Conversation and What It Can't
Explore: Practice & Live Roleplay · Skill Development & Coaching
Articles in this topic
- What AI Can Tell You About a Conversation and What It Can't
Understand how measurement, AI-assisted explanation, Ask Coach, and live roleplay fit together. Use recorded evidence and your judgment to choose the next step.