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ml 673

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.

Poper

general

No-code forms, quizzes, popups, surveys, and 200+ widgets with A/B testing

11

Creative APIs by Picsart

general

SDKs and APIs for integrating photo and video editing into apps

11

Immersity AI

general

Creates 3D environments and immersive experiences from text or images

11

TTS Monster

general

Text-to-speech tool for Twitch and YouTube streamers

10

X-Ray Contact

general

People search engine for professional contact info

10

Trainn

general

Customer education platform built for SaaS onboarding

10

Ocrolus

general

Automate financial document analysis for lending

9

Camb

general

AI video localization and dubbing in 150+ languages

9

Wordsmith AI

general

AI platform for legal contract work

9

Eficode

general

Answer Jira questions and automate issue management

9

Contify

general

Structured, real-time news feed API for apps

9

NeuralWriter

general

Paraphrase text, articles, and essays online

8

AI Top Tools

general

Browse 10,000+ AI tools with user reviews

8

Hippocraticai

general

Safe AI agents for healthcare organizations

8

God In A Box

general

ChatGPT wrapper

8

Fusion Chat

general

AI web search assistant that summarizes results

7

Git2Log

general

AI changelog generator from git commits

7

Helpcenter

general

Customer support chatbot powered by ChatGPT

7

Chipp

general

No-code AI agent platform for business automation

7

Vocloner

general

Clone your voice from a short audio sample

6

CleverType

general

AI keyboard with grammar and tone tools

6

Hopsworks

general

Open-source feature store for machine learning

6

Refont

general

AI brand kit generator from text prompts

6

Sciencecast

general

Video presentations for research papers

6

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.