Bee: Wearable AI device that captures spoken conversations and turns them into transcripts, summaries, and reminders. Koji: AI-native customer research platform whose AI interviewer runs voice and text discovery conversations at scale, then synthesizes themes automatically. The right pick comes down to team size, budget, and the workflows you want to automate.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Bee when capturing in-person meetings and follow-up action items hands-free matters most, and Koji when building personas and validating early product concepts at scale matters most. Run both through a week of actual calls to see which suits your workflow.
Wearable AI device that captures spoken conversations and turns them into transcripts, summaries, and reminders.
AI-native customer research platform whose AI interviewer runs voice and text discovery conversations at scale, then synthesizes themes automatically.
Bee is a wearable personal AI device, now part of Amazon, that continuously captures the conversations happening around the wearer and processes them into transcripts, segmented summaries, suggested to-dos, and timely reminders. The hardware uses dual microphones with noise filtering and is designed to be worn as a wristband or clipped to clothing, with a button press to start and stop capture and an LED indicator to show when it is recording. Captured audio is processed by AI that segments discussions, identifies commitments, and surfaces personal insights over time, rather than leaving the user with a raw recording to comb through. Recordings sync to a companion mobile app on iOS and Android, with Apple Watch support, where users can review their day's conversations, search past discussions, and manage what is stored. Bee supports dozens of languages and emphasizes that only the user can access their own transcripts and summaries. It is aimed at professionals and individuals who want hands-free, in-person meeting and conversation capture without reaching for a phone or laptop. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Koji is an AI-native customer research platform built around an AI interviewer that conducts natural, in-depth conversations with research participants at scale, removing the need to schedule and moderate live discovery calls one at a time. Teams describe what they want to learn, and an AI research agent helps define goals and generate an interview guide. The AI then runs the interviews asynchronously in either a text chat or spoken voice format, asking adaptive follow-up questions and probing for depth as a human moderator would. Each completed conversation is analyzed automatically for key moments and sentiment, and findings are synthesized across all interviews into study-wide reports surfacing themes, patterns, and recommendations, with every insight traceable back to the participant quote that supports it rather than presented as a black-box summary. Koji is used for exploratory work such as discovery, persona development, and market strategy, as well as concept and messaging testing. The product is operated from Amsterdam with EU data residency and GDPR compliance, offers a freemium entry point, and integrates with tools including Claude, ChatGPT, Cursor, and Notion via an MCP server. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Bee is a free tier with paid upgrades (freemium); Koji is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Bee | Koji |
|---|---|---|
| Core capability | Wearable device with dual microphones and noise filtering | Insights traceable back to specific participant quotes |
| Standout feature | Automatic transcription with segmented, per-section summaries | AI interviewer that runs asynchronous voice and text discovery conversations at scale |
| Team usage | Suggested to-dos and reminders extracted from conversations | AI research agent that drafts research goals and interview guides from a brief |
| Integrations | Companion app on iOS, Android, and Apple Watch | Automatic per-interview analysis with key moments and sentiment |
| Languages & capture | Multi-language support across dozens of languages | Cross-interview synthesis into study-wide themes, patterns, and recommendations |
| Best-fit workflow | On-button capture control with recording indicator | MCP integrations with Claude, ChatGPT, Cursor, and Notion |
Bee
Choose Bee if you need capturing in-person meetings and follow-up action items hands-free — strengths include hands-free in-person capture without needing a phone or laptop.
Koji
Choose Koji if you need running exploratory discovery interviews without scheduling live calls — strengths include removes scheduling overhead by running many interviews in parallel and asynchronously.
Bee
Koji
It depends on your workflow. Bee is strong for capturing in-person meetings and follow-up action items hands-free, while Koji is strong for running exploratory discovery interviews without scheduling live calls. Both transcribe and summarize meetings.
Bee is a free tier with paid upgrades and Koji is a free tier with paid upgrades. 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 Bee and Koji.
Bee: Wearable AI device that captures spoken conversations and turns them into transcripts, summaries, and reminders. Beey: Web app for automatic transcription, subtitle creation, translation, and live transcription. Below, they line up on price, capture method, and how each fits a real meeting stack.
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