Voiso: Voiso is a cloud contact-center platform with AI speech analytics that transcribes calls into searchable text, scores conversations, and generates automatic call summaries. ownscribe: Local-first command-line tool that records, transcribes, and summarizes meetings on macOS entirely on-device, with natural-language search across notes. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Voiso when quality assurance and compliance teams reviewing transcribed, keyword-flagged calls matters most, and ownscribe when keeping fully on-device transcripts and summaries for privacy-sensitive discussions matters most. Try them side by side on real calls before deciding — needs vary by team.
Voiso is a cloud contact-center platform with AI speech analytics that transcribes calls into searchable text, scores conversations, and generates automatic call summaries.
Local-first command-line tool that records, transcribes, and summarizes meetings on macOS entirely on-device, with natural-language search across notes.
Voiso is a cloud-based contact-center platform built for sales and customer-service teams, combining voice, SMS, and messaging channels with AI-driven analytics in a single workspace. Its speech analytics suite processes recorded call audio through speech-to-text and natural-language pipelines, transcribing calls into searchable text across more than ten languages, including English, Spanish, French, and Arabic. Transcripts can be navigated, searched, and flagged against predefined or custom keyword lists to support quality assurance, compliance, and agent training. Beyond raw transcription, the platform applies AI to score conversations on a 1-to-5 scale, detect sentiment and emotional cues, and automatically generate concise call summaries that capture key topics and outcomes without reviewing full recordings. It is aimed at call centers, BPOs, and outbound and inbound teams in industries such as fintech, travel, retail, and e-commerce. Other platform capabilities include a predictive dialer, IVR and routing flow builder, CRM integrations, call recording, and real-time performance dashboards. Speech analytics features are available on its Pro plan and higher.
Best suited for
ownscribe is a local-first meeting transcription and summarization command-line tool that records, transcribes, and summarizes meetings entirely on the user's own machine without sending data to external servers. It is MIT-licensed and actively maintained, with v0.12.0 released in June 2026, and is written primarily in Python with a Swift component for system audio capture. On macOS 14.2 and later it captures system audio through Core Audio, and it transcribes with WhisperX to produce word-level timestamps, with optional speaker diarization via PyAnnote. For summaries it ships with a built-in local model (Phi-4-mini) and can also connect to Ollama or OpenAI-compatible backends, offering multiple templates tailored to meetings, lectures, and brief summaries. A standout feature is its natural-language search: the ask command lets users query across their stored meeting notes to retrieve relevant information. Quality-of-life features include silence-based auto-stop so recordings end cleanly when a meeting goes quiet. Because it is a CLI distributed through GitHub and runs entirely on local hardware, ownscribe targets developers and privacy-focused users who prefer scriptable, terminal-driven workflows over a graphical meeting notetaker while keeping all audio and transcripts on-device. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Voiso is a free tier with paid upgrades (paid); ownscribe is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Voiso | ownscribe |
|---|---|---|
| Core capability | AI call transcription converting audio into searchable text in 10+ languages | Local-first recording, transcription, and summarization via CLI |
| Standout feature | AI conversation scoring rating calls on a 1-to-5 scale across languages | System audio capture on macOS 14.2+ through Core Audio |
| Team usage | Sentiment and emotion analysis detecting tone and customer satisfaction cues | WhisperX transcription with word-level timestamps |
| Integrations | Automatic call summaries highlighting key topics and outcomes | Optional speaker diarization via PyAnnote |
| Languages & capture | Keyword highlighting with custom lists for compliance and QA flagging | Local summarization with a built-in Phi-4-mini model, plus Ollama and OpenAI-compatible backends |
| Best-fit workflow | Call recording with real-time dashboards and performance reporting | Natural-language search across meeting notes with the ask command |
Voiso
Choose Voiso if you need quality assurance and compliance teams reviewing transcribed, keyword-flagged calls — strengths include transcription and analytics are integrated directly into the contact-center workflow, including recording, dialing, and routing.
ownscribe
Choose ownscribe if you need developers capturing and summarizing meetings from the terminal on a mac — strengths include runs entirely on-device with no data sent to external servers.
Voiso
ownscribe
It depends on your workflow. Voiso is strong for quality assurance and compliance teams reviewing transcribed, keyword-flagged calls, while ownscribe is strong for developers capturing and summarizing meetings from the terminal on a mac. Both transcribe and summarize meetings.
Voiso is a free tier with paid upgrades and ownscribe is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
You can — some teams pair them when each covers a different part of the meeting workflow.
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