Plaud.ai (NotePin), Limitless (Pendant), Bee AI.
Otter.ai, Fireflies.ai, Fathom.
Humane AI Pin, Rabbit R1.
Omi (Akshay's prior project), Friend (wearable).
HIPAA and SOC 2 certified hardware with 120+ language transcription clears compliance bars for healthcare and enterprise. The founder built and open-sourced Omi, generating community trust and developer adoption. Screen-free form factor with speaker identification and dynamic mind mapping is a product differentiation that software-only transcription tools cannot replicate.
Using speech-to-text summarization with speaker identification, NLP topic clustering for dynamic mind maps, and conversation intelligence with action items.
Real-time voice, video, and text chat platform built around persistent community servers.
The deepest engagement metrics in consumer social (94 minutes per day) combined with a pre-IPO path and untapped advertising plus developer monetization surface area.
A privacy-first wearable AI that only listens when pressed, no always-on mic or cloud needed.
Humane and Rabbit tried always-on AI wearables and both failed on privacy and form factor. Button only listens when physically pressed, which is a better privacy model, and two ex-Apple Vision Pro engineers know how to ship hardware that people actually wear.
Keeps production AI agents reliable by continuously fine-tuning against business metrics.
Most AI agent teams monitor in production and fine-tune separately. Carrot Labs closes the loop: it evaluates agent performance against business metrics and selectively retrains, which means the agent improves without a human deciding what to fix.
A visual canvas for designing, debugging, and collaborating on AI agent workflows.
Figma does not understand agent logic. LangChain does not have a visual canvas. Glue sits at the intersection: a drag-and-drop interface for designing, debugging, and collaborating on AI agent workflows with reasoning visualization built in.