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ml 58

The ML category is a broad collection of 674 tools that apply machine learning across industries and functions, from healthcare documentation and legal research to user research, code generation, and content creation. It captures AI applications that do not fit cleanly into a single vertical.

Coda

general

Docs, spreadsheets, and apps in one platform

Free From $10 52 · 25,847 votes

Helpjuice

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Knowledge base software for teams

Free 48 · 47,285 votes

Chatbase

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AI chatbot for customer support

Free 48 · 13,374 votes

PolyAI

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Enterprise platform for building voice AI agents

Paid 45 · 38,095 votes

CodeSignal Learn

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Skills validation and hiring platform

Paid 44 · 25,638 votes

Brancher.ai

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No-code platform for building AI apps

Free 43 · 15,696 votes

Fineshare

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Create AI voice clones from audio samples

Free 42 · 35,628 votes

Picarta

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Identify the location where a photo was taken

Free 41 · 56,286 votes

Delve

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Generate synthetic user personas and conduct AI research

Free 38 · 56,968 votes

AI Medical Scribe by MarianaAI

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Transcribe patient visits and auto-generate medical notes

Paid 38 · 64,271 votes

Essay Grader AI

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Automated essay grading and feedback

Free 38 · 62,838 votes

Prem AI

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Applied AI research lab building sovereign and private AI

Free 38 · 60,668 votes

Xobin AI Evaluate

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Automated scoring for interview responses

Free 38 · 47,545 votes

Interview Monkey AI

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Mock interviews with instant feedback

Free 38 · 57,539 votes

Docsie

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Convert videos and files into structured documentation

Free 38 · 51,010 votes

Reach Best

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AI help for university applications

Paid 38 · 56,344 votes

Questera

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AI agent platform for personalized customer interactions at scale

Paid 37 · 53,890 votes

Spellmint

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Structured planning tools for team brainstorming

Free 37 · 49,684 votes

Writer Assistant

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Content creation tool for multiple formats

Free 37 · 49,530 votes

Wizzygen

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Generate content directly inside Notion

Free 37 · 47,805 votes

AI Word Changer

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Improve writing with synonyms and paraphrasing

Free 37 · 47,176 votes

Gluecharm

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AI impact analysis for faster feature development

Free 37 · 46,035 votes

แนะนําเว็บสล็อต แตกง่าย เว็บตรง ทางเข้าเล่น สล็อต & เครดิตฟรี

general

Thai gambling website directory

Free 37 · 43,455 votes

Verbee

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Team collaboration for ChatGPT conversations

Free 37 · 40,034 votes

Because this category covers so many domains, browsing by sub-use case is more efficient than scrolling the full list. Tools like Hippo Scribe and SopCreator serve very specific professional workflows, while others like User Evaluation or Userpersona target product and UX teams. The quality bar across the category is uneven: some tools are mature products with enterprise customers, while others are early-stage experiments. When evaluating any tool in this space, look for evidence of actual accuracy and reliability in your specific domain, since ML performance varies dramatically across tasks. Integration depth and data handling are often the deciding factors for business use. Pricing models are diverse, from usage-based API billing to flat-rate SaaS subscriptions. Open-source alternatives exist for many of the underlying tasks, so for teams with technical resources, comparing commercial tools against self-hosted options is worth the effort.