Callabo: Korean AI meeting-notes service from Return Zero that records, transcribes, summarizes, and analyzes meetings for individuals and teams. QEval: QEval is an AI contact center quality assurance platform that transcribes and scores customer conversations across voice, chat, email, and SMS against customizable scorecards. The right pick comes down to team size, budget, and the workflows you want to automate.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Callabo when turning recurring internal team meetings into shareable summaries and action items matters most, and QEval when real-time compliance monitoring and de-escalation support during live customer calls matters most. Run both through a week of actual calls to see which suits your workflow.
Korean AI meeting-notes service from Return Zero that records, transcribes, summarizes, and analyzes meetings for individuals and teams.
QEval is an AI contact center quality assurance platform that transcribes and scores customer conversations across voice, chat, email, and SMS against customizable scorecards.
Callabo (콜라보) is an AI meeting assistant developed by Return Zero (리턴제로), a Korean speech-AI company. It automatically records, transcribes, summarizes, and analyzes business meetings for both individuals and enterprise teams, aiming to turn a one-hour meeting into organized notes with a single click and no complex setup. Callabo connects to online meetings on Google Meet, Microsoft Teams, Zoom, and Webex, and also supports recording in-person meetings. After a meeting it produces transcripts, paragraph summaries, key discussion points, and action items with timestamped source quotes, and it can automatically detect the meeting language to handle multilingual conversations. An AI chat feature lets users ask follow-up questions about a meeting beyond the generated insights. The service integrates with workflow tools including Google Calendar, Outlook, Salesforce, Pipedrive, HubSpot, Slack, Microsoft Teams, Zapier, Notion, Confluence, and Linear. For enterprises, Callabo provides meeting access controls, team and member permission management, original-media retention settings, two-factor authentication, IP access restrictions, and audit logs, and it holds ISO/IEC 27001 certification. Mobile apps are available for both iOS and Android. Pricing varies by plan. Check the official website for current pricing.
Best suited for
QEval, built by Etech Global Services, is an AI-powered contact center quality assurance and performance management platform. It automatically transcribes recorded and live customer interactions across voice, chat, email, and SMS channels, then applies speech analytics, sentiment detection, and topic classification to evaluate every conversation against customizable quality scorecards rather than a small manual sample. Built for contact center QA teams, compliance officers, and operations leaders, it converts interactions into searchable transcripts in near real time, scoring both human and AI agents. QEval includes real-time agent assist that surfaces compliance prompts and de-escalation guidance during live calls, automated PCI/HIPAA/GDPR compliance monitoring with PHI/PII redaction, and coaching workflows with analytics and gamification to drive agent improvement. A flexible scorecard builder supports numeric, weighted, blind, and holistic scoring formats. Distinct from generic LLM wrappers, QEval emphasizes a proprietary multi-expert evaluation architecture, vendor-neutral scoring of third-party AI agents, and a roughly 30-day deployment timeline aimed at enterprise contact centers.
Best suited for
Callabo is a free tier with paid upgrades (freemium); QEval is custom pricing (contact sales). Always confirm current pricing on each vendor's site before buying.
| Feature | Callabo | QEval |
|---|---|---|
| Core capability | Automatic recording and transcription for Google Meet, Teams, Zoom, and Webex | Automated transcription of recorded and live calls into searchable text via speech analytics |
| Standout feature | Paragraph summaries, key discussion points, and timestamped action items | Customizable quality scorecards (numeric, weighted, blind, and holistic scoring formats) |
| Team usage | Automatic meeting-language detection for multilingual meetings | Evaluation across 100% of voice, chat, email, and SMS interactions instead of manual samples |
| Integrations | AI chat to ask follow-up questions about a meeting | Real-time agent assist with live compliance prompts and de-escalation guidance |
| Languages & capture | Integrations with calendars, CRM, messengers, and project tools | Compliance monitoring for PCI, HIPAA, and GDPR with PHI/PII redaction |
| Best-fit workflow | Enterprise security: permissions, 2FA, IP restrictions, and audit logs | Scoring of both human agents and third-party AI agents, plus coaching, analytics, and gamification |
Callabo
Choose Callabo if you need turning recurring internal team meetings into shareable summaries and action items — strengths include serves both individual users and enterprise teams.
QEval
Choose QEval if you need automating quality monitoring and scoring of agent customer interactions at scale — strengths include transcribes and analyzes 100% of interactions across multiple channels rather than a sampled subset.
Callabo
QEval
It depends on your workflow. Callabo is strong for turning recurring internal team meetings into shareable summaries and action items, while QEval is strong for automating quality monitoring and scoring of agent customer interactions at scale. Both transcribe and summarize meetings.
Callabo is a free tier with paid upgrades and QEval is custom pricing. Check each vendor's pricing page for the latest plans and free-tier limits.
Often yes: teams combine tools when one handles capture and another handles analysis.
More head-to-head comparisons involving Callabo and QEval.
Callabo: Korean AI meeting-notes service from Return Zero that records, transcribes, summarizes, and analyzes meetings for individuals and teams. Canopy Notetaker: AI meeting assistant built for accounting firms that records client calls and produces accounting-specific summaries and tasks. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
Callabo: Korean AI meeting-notes service from Return Zero that records, transcribes, summarizes, and analyzes meetings for individuals and teams. CaptureMyMeeting: AI meeting assistant that imports Zoom and Webex cloud recordings to generate notes, action items, and insights. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
Callabo: Korean AI meeting-notes service from Return Zero that records, transcribes, summarizes, and analyzes meetings for individuals and teams. Carv: AI assistant for recruiters that records, transcribes, and takes notes during interviews and intake calls, then drafts documents and updates the ATS. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
Callabo: Korean AI meeting-notes service from Return Zero that records, transcribes, summarizes, and analyzes meetings for individuals and teams. Castmagic: AI content platform that transcribes podcasts, videos, and recorded meetings with speaker diarization and turns them into show notes, summaries, and other assets. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
Callabo: Korean AI meeting-notes service from Return Zero that records, transcribes, summarizes, and analyzes meetings for individuals and teams. Celeste AI: Brazilian Portuguese-focused AI voice and transcription platform offering on-demand transcription plus a meeting assistant and AI notes, with credit-based and subscription plans. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
Callabo: Korean AI meeting-notes service from Return Zero that records, transcribes, summarizes, and analyzes meetings for individuals and teams. Choppity: AI video and audio platform that transcribes recordings, generates styled captions, and turns long-form content into short clips. This comparison weighs them on pricing, features, and everyday workflow fit.
Callabo: Korean AI meeting-notes service from Return Zero that records, transcribes, summarizes, and analyzes meetings for individuals and teams. Claap: Async video plus AI meeting recording and CRM updates The right pick comes down to team size, budget, and the workflows you want to automate.
Callabo: Korean AI meeting-notes service from Return Zero that records, transcribes, summarizes, and analyzes meetings for individuals and teams. Cleft Notes: AI voice-note app that turns spoken thoughts and meeting audio into structured, organized notes. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
Callabo: Korean AI meeting-notes service from Return Zero that records, transcribes, summarizes, and analyzes meetings for individuals and teams. ClickUp AI Notetaker: ClickUp's built-in AI Notetaker captures meeting recordings, transcripts, and summaries and connects them to ClickUp Docs and tasks. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
Callabo: Korean AI meeting-notes service from Return Zero that records, transcribes, summarizes, and analyzes meetings for individuals and teams. Clipto: Mac-based AI transcription and knowledge assistant that indexes and searches meetings, interviews, podcasts, lectures, and other audio/video locally on-device. The right pick comes down to team size, budget, and the workflows you want to automate.
Callabo: Korean AI meeting-notes service from Return Zero that records, transcribes, summarizes, and analyzes meetings for individuals and teams. Close Notetaker: An AI notetaker built into Close CRM that automatically transcribes and summarizes sales calls and meetings inside the CRM. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
Callabo: Korean AI meeting-notes service from Return Zero that records, transcribes, summarizes, and analyzes meetings for individuals and teams. Coach Pilot: AI sales coaching agent that joins calls, coaches reps in real time, updates the CRM, and scores deals. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.