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The phrase "software is a conversation" reflects two distinct concepts: programming as a dialogue between humans and machines, and conversation design as a methodology for building intuitive user interfaces.

In the context of software development and requirements, the concept suggests that creating software is an iterative exchange where business stakeholders and IT professionals must clarify needs through structured conversation patterns. Experts note that business people often know what they want but not what they need, requiring IT experts to use specific techniques to extract hidden requirements, clarify expectations, and distinguish between desired features and actual business goals. This approach treats the development process as a collaborative dialogue rather than a simple command-and-response interaction, aiming to prevent the common pitfall where "the computer did exactly what I said" but not what was intended.

From a design and user experience perspective, conversation design is a discipline that treats interactions with computers as natural dialogues, adapting to human communication patterns rather than forcing users to learn rigid syntax. This involves designing the flow and logic of interactions across voice, text, and multimodal channels so that users do not feel awkward or constrained by technical limitations. Rather than simply adding voice input to a graphical interface, conversation design requires starting from the bottom up to create an experience where the computer adapts to the user's learned communication systems, leveraging AI to provide frictionless and intuitive exchanges.

ConceptFocusKey Principle
Programming as ConversationDevelopment & RequirementsExtracting hidden needs through structured dialogue between business and IT.
Conversation DesignUser Interface & UXDesigning systems that adapt to human communication patterns for intuitive interaction.
Conversational IntelligenceBusiness AnalysisUsing AI to analyze and optimize business-to-customer conversations for insights.
AI-generated answer. Please verify critical facts.
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Wikipedia
en.wikipedia.org › wiki › Conversations_(software)
Conversations (software) - Wikipedia
1 month ago - Conversations is a free software, instant messaging client application software for Android. It is largely based on recognized open standards such as the Extensible Messaging and Presence Protocol (XMPP) and Transport Layer Security (TLS).
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InfoQ
infoq.com › articles › conversation-patterns-1
Conversation Patterns for Software Professionals. Part 1 - InfoQ
November 22, 2014 - What new opportunities would arise if my conversations with clients looked the way I want them to look? Which question do you pick? If you are not quite sure, I also encourage you to read this article. We will return to these questions a bit later. Any software is created for someone – a person that will pay for it, a person that will use it.
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Wikipedia
en.wikipedia.org › wiki › Communication_software
Communication software - Wikipedia
October 29, 2025 - Communication software is used to provide remote access to systems and exchange files and messages in text, audio and/or video formats between different computers or users. This includes terminal emulators, file transfer programs, chat and instant messaging programs, as well as similar ...
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Apple Podcasts
podcasts.apple.com › us › podcast › case-conversations-about-software-engineering › id1213708671
CaSE: Conversations about Software Engineering - Podcast - Apple Podcasts
2 weeks ago - Conversations about Software Engineering (CaSE) is a podcast for software engineers about technology, software engineering, software architecture, reliability engineering, and data engineering.
Rating: 5 ​ - ​ 3 votes
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Reddit
reddit.com › r/sociology › conversation analysis: do you use any software? + do you know any examples of fully annotated text?
r/sociology on Reddit: Conversation Analysis: do you use any software? + do you know any examples of fully annotated text?
April 7, 2024 -

Hi! I'm searching for an advice on Conversation Analysis, which belongs in part to sociology and in part to linguistics (pragmatics or pragmalinguistics if you want to be exact). It can be also used in discourse analysis.

So, in principle, it is a way to annotate conversations in a formal, quite strict way. Any pauses, silences, tone rises, overlapping talk, aspiration etc. It is very granular.

For anyone who's never heard about it, here are some examples:

As you can see, conventions vary:

So, if you have had some experience with CA, have you used any specialised annotation software? What is it? Do you have a favourite? Or is it just an excel file?

And do you know of any examples of real annotated data (and could you share it)? I'm trying to get back to CA, but I feel that some examples that are not textbook examples would be super helpful

[Edit]

I found some older reddit posts on that topic:
Lingustics 1

Linguistics 2

Linguistics 3

I would still love to see your experiences, especially that sociologists should have a bit different preferences

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Reddit
reddit.com › r/asklinguistics › can anybody suggest a software program that would be useful to perform conversation analysis of video/audio files of paired conversations?
r/asklinguistics on Reddit: Can anybody suggest a software program that would be useful to perform conversation analysis of video/audio files of paired conversations?
September 26, 2024 -

I hope this post is appropriate here. I posted in the r/linguistics question thread but it didn't gain much traction.

I am looking for something that will transcribe, but also potentially help me see some metrics like length of turns, time between turns, instances of overlap. More holistically I am looking at the interactional competence (IC) of students so other functions would be great too but I am not really aware of what kind of functionality there is in this kind of software.

One thing is that, I am a little wary of using online AI as this will likely complicate my ethics application as I am using samples from student dialogues. This doesn't rule out online AI based stuff but something that operates locally on the PC would probably be preferable.

Does anybody have any suggestions for software that might help me streamline this kind of conversation analysis? I am on a Mac BTW.

Thanks in advance

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Zendesk
zendesk.com › service › ai › conversational-intelligence-software
Top 13 conversational intelligence software of 2026
January 13, 2026 - Find out everything these tools ... intelligence software refers to technology that enables the analysis, understanding, and optimization of conversations between a business and its customers....
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Slack
slack.com
Slack | AI Work Platform & Productivity Tools | Slack
Our platform is flexible so you can build solutions specific to your business.Learn about dev tools · Work without worry. If it’s shared in Slack, it’s safe. Our security program protects your data at every layer.Learn about security · “Work starts in conversation.
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Salesforce
salesforce.com › sales › conversation-intelligence › software
What is Conversation Intelligence Software? | Salesforce US
Conversation intelligence software helps you mine the thousands of hours of conversation data your reps generate and turn it into repeatable wins and usable insights. Leaving that on the table is a missed opportunity that puts you behind your ...
Find elsewhere
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InMoment
inmoment.com › home › conversational intelligence › conversation intelligence software: how it works, who it benefits, and key features
Conversation Intelligence Software: Best Features | InMoment
June 10, 2025 - In this guide, we’ll walk through ... Conversation intelligence software is an AI-powered solution that captures and analyzes customer interactions across voice, chat, email, and video....
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Google
developers.google.com › google assistant › conversation design
Conversation Design | Google for Developers
If you already have a working graphical user interface (GUI), it can be tempting to simply add voice input and text-to-speech (TTS) output to turn it into a conversation design. It’s a common misconception to assume that "conversation" refers only to what is spoken or heard—Conversation is inherently multimodal.
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Avoma
avoma.com › blog › conversation-intelligence-software
Conversation Intelligence Software: Use cases and benefits
June 3, 2025 - Conversational intelligence software is different from your standard call recording software or cloud meeting solutions (like Zoom) because it analyzes conversations for you, takes notes for key topics (using conversational ai and machine learning), ...
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Monday.com
monday.com › home › crm and sales › 6 top conversation intelligence software options for sales teams
6 top conversation intelligence software options for sales teams
3 weeks ago - Conversation intelligence (CI) software uses AI to analyze human-to-human conversations and collect data from speech and text. This software is often used for sales calls, emails, chats, and customer service interactions in order to improve ...
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Quora
quora.com › What-questions-should-I-ask-software-developers-for-a-casual-conversation
What questions should I ask software developers for a casual conversation? - Quora
Answer (1 of 5): You probably don’t want to ask about development. Developers, for the most part, LOVE talking about development - with other developers. With “civilians”, not so much. As a general rule, software developers are pretty intense about anything they’re interested in, so choose somet...
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AssemblyAI
assemblyai.com › blog › conversation-intelligence-software
7 best conversation intelligence software in 2026
You'll also learn how different ... Conversation intelligence software uses AI to automatically analyze customer calls, meetings, and support interactions to extract actionable business insights....
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CRO Club
croclub.com › home › tools › 22 best conversation intelligence software in 2026
22 Best Conversation Intelligence Software In 2026
January 20, 2026 - As a leader in conversation intelligence, Chorus is an essential part of ZoomInfo’s go-to-market software. This software solution can help your revenue teams identify and replicate the behaviors of top selling sales reps by analyzing every call, email, and message.
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SapientPro
sapient.pro › blog › communication-in-the-software-development-workplace
Communication in the software development workplace | SapientPro
The factors preceding the conversation came into action, and – boom – we have a conflict, a misunderstanding, an offense, or just a lack of sense. These factors are grouped into five barriers. ... Every time it is hard to decipher what you hear because of the repair works/loud music/chatter, we talk about physical barriers.
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Getmaxiq
getmaxiq.com › blog › 7 best conversation intelligence software in 2026
7 Best Conversation Intelligence Software in 2026 (Top Tools Compared)
December 20, 2025 - What changed is what revenue teams expect it to do. A few years ago, conversation intelligence meant call recording and searchable transcripts. That was useful when leaders just wanted visibility. Today, visibility alone doesn’t move the number. Every tool can summarise a call.
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Softwaredefinedtalk
softwaredefinedtalk.com
Software Defined Talk
Get ready for a weekly dose of all things Enterprise Software and Cloud Computing! Join us as we dive into topics including Kubernetes, DevOps, Serverless, Security and Coding. Plus, we’ll keep you entertained with plenty of off-topic banter and nonsense. Don’t worry if you miss the latest ...