Empathia AI: Empathia AI is an ambient AI medical scribe that records patient encounters and automatically generates clinical notes, letters, and billing codes for clinicians. Parabol: Free, open-source agile meeting tool for retrospectives, sprint poker, and standups with automated meeting summaries and AI topic grouping. 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 Empathia AI when clinicians automating post-visit charting and clinical note documentation matters most, and Parabol when facilitating sprint poker estimation sessions matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
Empathia AI is an ambient AI medical scribe that records patient encounters and automatically generates clinical notes, letters, and billing codes for clinicians.
Free, open-source agile meeting tool for retrospectives, sprint poker, and standups with automated meeting summaries and AI topic grouping.
Empathia AI is an AI medical scribe built for clinicians and healthcare practices. Its core engine, EMMA, uses ambient AI to listen to doctor-patient interactions across in-person visits, telehealth, and phone calls, then transcribes the conversation and generates structured, customizable clinical notes. Beyond note-taking, it produces chart summaries, referral and consult letters, form autofill, patient instructions, and suggested ICD/CPT/service billing codes. The platform supports multi-speaker conversations, dictation, and multilingual encounters, and offers specialty-tuned templates across 20+ medical specialties. It works on desktop and mobile and integrates with numerous EMR/EHR systems, including Epic, Athenahealth, eClinicalWorks, NextGen, DrChrono, Practice Fusion, Elation, and Canadian systems such as Accuro, OSCAR, and Juno. Empathia emphasizes compliance, citing HIPAA, PHIPA, PIPEDA, and GDPR alignment, and notes pre-qualified vendor status with Canada Health Infoway's national AI scribe program. It targets individual practitioners and clinics seeking to reduce documentation time and refocus attention on patient care.
Best suited for
Parabol is a free, open-source platform built for facilitating agile meetings, with a particular focus on sprint retrospectives alongside estimation (sprint poker) and team check-ins. Its retrospective experience follows a structured reflect, group, vote, discuss, and action workflow compatible with popular formats like Start/Stop/Continue, 4Ls, and Mad/Sad/Glad, plus custom templates. Facilitators get multiplayer drag-and-drop cards, live task editing, timers, dynamic agenda items, discussion threads, emoji reactions, and a large library of retrospective formats and icebreaker questions. At the end of each retro, Parabol automatically generates a meeting summary that rolls up notes and tasks, posts them to a team timeline, and delivers them to attendees via email or Slack so next steps are clear. Its AI capabilities include automatic naming of grouped card clusters and AI topic summaries to speed up synthesis during retros. Parabol integrates with Jira, GitHub, GitLab, Slack, and Mattermost, and because the codebase is publicly available on GitHub, teams can self-host or review how it works. It is used by hundreds of thousands of people across distributed and remote teams. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Empathia AI is a free tier with paid upgrades (freemium); Parabol is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Empathia AI | Parabol |
|---|---|---|
| Core capability | Ambient AI capture (EMMA) for in-person, telehealth, and phone encounters | Structured retrospective workflow (reflect, group, vote, discuss, action) |
| Standout feature | Automatic transcription and structured clinical note generation | Automated meeting summaries delivered via email and Slack |
| Team usage | Multi-speaker and multilingual support with dictation | AI auto-naming of grouped cards and AI topic summaries |
| Integrations | Specialty-tuned templates across 20+ medical specialties | Sprint poker estimation and team standup/check-in templates |
| Languages & capture | Suggested ICD/CPT/service billing codes, referral and consult letters | Large library of retrospective formats and icebreaker questions |
| Best-fit workflow | EMR/EHR integrations (Epic, Athenahealth, eClinicalWorks, Accuro, OSCAR, and more) | Integrations with Jira, GitHub, GitLab, Slack, and Mattermost |
Empathia AI
Choose Empathia AI if you need clinicians automating post-visit charting and clinical note documentation — strengths include purpose-built for clinical documentation with deep emr integration.
Parabol
Choose Parabol if you need running sprint retrospectives for remote and distributed agile teams — strengths include free and open-source with the option to self-host.
Empathia AI
Parabol
It depends on your workflow. Empathia AI is strong for clinicians automating post-visit charting and clinical note documentation, while Parabol is strong for running sprint retrospectives for remote and distributed agile teams. Both transcribe and summarize meetings.
Empathia AI is a free tier with paid upgrades and Parabol 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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