Industry applications
Vertical products where an LLM sits at the core of a specific profession's workflow, from customer support to law, medicine, sales, and the classroom.
Customer support
AI agents that resolve customer conversations end to end across chat and messaging channels.
- Hugo - Crisp's AI support agent that resolves conversations end-to-end across chat and messaging channels, connecting to live data and actions through MCP.
- Intercom Fin - AI support agent built on Intercom's messenger that answers questions and takes actions across connected systems.
Sales and CRM
AI-native CRMs and outbound platforms that research prospects, enrich records, and run sequences.
- 11x - Digital sales development reps that prospect, personalize, and book meetings.
- Artisan - Outbound platform fronted by Ava, an AI SDR that researches and emails prospects.
- Attio - AI-native CRM that builds pipeline views, enriches records, and runs research agents across customer data.
- Clay - Data enrichment and outbound workspace that composes dozens of providers and LLM prompts into a spreadsheet.
- muchbetter.ai - AI sales-coaching platform that trains field teams through voice-driven role-play simulations with virtual clients and real-time feedback.
- Unify - Warm outbound platform that combines intent signals with AI-written sequences.
Legal
Platforms for legal research, drafting, review, and litigation analytics used inside law firms.
- Harvey - Legal workflow platform deployed across large law firms for drafting, diligence, and case analysis.
- Ironclad - Contract review and redlining built into Ironclad's CLM.
- Legora - Collaborative legal AI platform for research, drafting, and review, adopted across law firms worldwide.
- Lex Machina - Legal analytics platform mining litigation data to predict case outcomes and inform strategy.
Healthcare
Clinical documentation, medical answer engines, and AI applied to drug discovery and diagnostics.
- Abridge - Ambient clinical documentation used in major health systems to generate notes during patient visits.
- Isomorphic Labs - Alphabet/DeepMind spinout applying AI foundation models to drug discovery and molecular design.
- Nabla - Ambient AI assistant for clinicians that writes structured notes from the consultation audio.
- OpenEvidence - Medical answer engine for clinicians grounded in peer-reviewed literature.
- Owkin - AI biotech for drug discovery and diagnostics, training multimodal models on data from hospitals worldwide.
- Suki - Voice-first clinical assistant that drafts notes, orders, and codes.
Education
Tutors and teaching assistants that guide learners with Socratic prompting and help educators plan and grade.
- ChatGPT Study Mode - ChatGPT mode that guides learners through problems step by step with Socratic prompts instead of giving direct answers.
- Claude Learning Mode - Claude style that guides you to your own answer with a Socratic approach instead of solving directly, with Explanatory and Learning variants in Claude Code.
- Duolingo Max - Duolingo's premium tier adding AI-powered roleplay conversations and answer explanations for language learning.
- Khanmigo - Khan Academy's AI tutor that guides students through problems using Socratic prompting.
- MagicSchool - AI platform for teachers that plans lessons, differentiates materials, and drafts feedback.
- Speak - AI-powered language tutor built around spoken conversation practice with real-time feedback.