Conveo: AI-led qualitative research platform that runs video, voice, and text interviews and analyzes every signal for insights at speed. Sumit-AI: Israeli AI transcription platform with strong Hebrew support, offering meeting protocols, summaries, captions, and translation across several products. The right pick comes down to team size, budget, and the workflows you want to automate.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Conveo when continuous consumer and ux research using video interviews at scale matters most, and Sumit-AI when transcribing interviews and recordings for journalists and media teams matters most. Try them side by side on real calls before deciding — needs vary by team.
AI-led qualitative research platform that runs video, voice, and text interviews and analyzes every signal for insights at speed.
Israeli AI transcription platform with strong Hebrew support, offering meeting protocols, summaries, captions, and translation across several products.
Conveo is an AI qualitative research platform that handles the full interview workflow, from recruiting participants to moderating conversations to analyzing results, with the goal of compressing research timelines from weeks to days. Its AI interviewer conducts real video, voice, and text conversations asynchronously, adapts the discussion guide in real time, and probes with contextual follow-up questions based on each participant's responses, supporting interviews across 50-plus languages end to end including the interviewer, transcripts, and reports. Researchers can upload a brief or business objective and have Conveo generate an interview guide, then begin fielding within roughly half an hour. Because it captures video alongside voice and text, the platform performs multi-signal analysis, reading tone, emotional cues, and behavior in addition to spoken content, and it links findings back to the source video moments so insights can be validated and shared. Automated outputs include executive summaries, thematic analysis, emotional insights, and quantitative data extraction. Conveo positions itself as an end-to-end platform for continuous research across consumer insights, UX, marketing, and product workflows. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Sumit-AI is an Israel-based transcription platform that combines AI speech-to-text with human editing options, with a particular focus on the Hebrew language. The company groups its capabilities into several products aimed at different workflows, including real-time transcription for conferences, courts, and universities, recording and transcription for journalists and interviewers, and tools for editors and producers. For meetings, Sumit-AI can produce transcripts, meeting protocols, and summary briefs, and it supports speaker recognition and separation so contributions can be attributed to individual participants. The platform advertises support for translation into multiple languages and the generation of captions and subtitles in addition to plain transcripts. It is positioned for professional organizations that need accurate documentation of spoken content, and it has been referenced publicly in connection with bringing Hebrew transcription to mainstream meeting platforms. The site remains active and the product is presented as an operating service for businesses, media teams, and institutions handling Hebrew and multilingual audio. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Conveo is a free tier with paid upgrades (freemium); Sumit-AI is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Conveo | Sumit-AI |
|---|---|---|
| Core capability | AI interviewer conducting asynchronous video, voice, and text interviews | AI speech-to-text transcription with optional human review |
| Standout feature | Real-time discussion-guide adaptation with contextual follow-ups | Hebrew-focused language support plus translation into multiple languages |
| Team usage | Multi-signal analysis of voice, video, tone, and behavior | Speaker recognition and separation |
| Integrations | Automated executive summaries, thematic analysis, and quantitative extraction | Meeting protocols and summary briefs |
| Languages & capture | Findings linked back to source video moments | Real-time transcription for conferences and live settings |
| Best-fit workflow | End-to-end recruiting, interviewing, and analysis in 50+ languages | Caption and subtitle generation |
Conveo
Choose Conveo if you need continuous consumer and ux research using video interviews at scale — strengths include video capture enables emotional and behavioral analysis beyond transcript text.
Sumit-AI
Choose Sumit-AI if you need documenting hebrew-language business meetings and producing protocols — strengths include specialized handling of hebrew, an underserved transcription language.
Conveo
Sumit-AI
It depends on your workflow. Conveo is strong for continuous consumer and ux research using video interviews at scale, while Sumit-AI is strong for documenting hebrew-language business meetings and producing protocols. Both transcribe and summarize meetings.
Conveo is a free tier with paid upgrades and Sumit-AI 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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