Callabo: Korean AI meeting-notes service from Return Zero that records, transcribes, summarizes, and analyzes meetings for individuals and teams. Quantified: AI sales coaching and role-play platform for regulated industries, with simulations plus pre-call prep, post-call reflection, and live-call analysis. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Callabo when turning recurring internal team meetings into shareable summaries and action items matters most, and Quantified when driving product-launch readiness with compliant practice 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.
AI sales coaching and role-play platform for regulated industries, with simulations plus pre-call prep, post-call reflection, and live-call analysis.
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
Quantified is an AI sales coaching and role-play platform built for regulated industries such as life sciences, medical devices, financial services, and insurance, where conversation quality and compliance both matter. It is organized around a set of AI agents that span the rep lifecycle: AI Roleplay for realistic practice of high-stakes conversations, an AI Readiness Coach for onboarding and certification, an AI Field Coach for pre-call preparation, post-call reflection, and live-call analysis, an AI Authoring agent to build simulations from approved content, an AI Compliance agent that applies regulatory-aware guardrails, and an AI Insights agent that reports on readiness, proficiency, and adherence. Adaptive AI personalizes coaching to each rep's role, experience, and business context so feedback stays relevant as reps progress. The platform is used by large enterprises including major pharmaceutical companies, and is applied to new-hire onboarding, product-launch readiness, certification programs, continuous reinforcement, and even talent screening based on selling behaviors. Quantified concentrates on coaching, simulation, and readiness for sales teams rather than serving as a general meeting-notes tool. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Callabo is a free tier with paid upgrades (freemium); Quantified is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Callabo | Quantified |
|---|---|---|
| Core capability | Automatic recording and transcription for Google Meet, Teams, Zoom, and Webex | AI role-play for high-stakes sales conversations |
| Standout feature | Paragraph summaries, key discussion points, and timestamped action items | AI Field Coach for pre-call prep, post-call reflection, and live-call analysis |
| Team usage | Automatic meeting-language detection for multilingual meetings | AI Readiness Coach for onboarding and certification |
| Integrations | AI chat to ask follow-up questions about a meeting | Compliance-aware guardrails for regulated selling |
| Languages & capture | Integrations with calendars, CRM, messengers, and project tools | Adaptive AI that personalizes coaching to each rep |
| Best-fit workflow | Enterprise security: permissions, 2FA, IP restrictions, and audit logs | Insights agent reporting on readiness, proficiency, and adherence |
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.
Quantified
Choose Quantified if you need onboarding and certifying reps in life sciences or financial services — strengths include purpose-built for compliance-sensitive regulated industries.
Callabo
Quantified
It depends on your workflow. Callabo is strong for turning recurring internal team meetings into shareable summaries and action items, while Quantified is strong for onboarding and certifying reps in life sciences or financial services. Both transcribe and summarize meetings.
Callabo is a free tier with paid upgrades and Quantified is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Yes. Many teams run more than one meeting assistant when the workflows are complementary.
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