Hugging Face
generalOpen-source hub for ML models, datasets, and inference.
ml 158
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
generalDocs, spreadsheets, and apps in one platform
Hemingway Editor Plus
generalWriting clarity tool that flags clunky sentences
Helpjuice
generalKnowledge base software for teams
AI STUDIO
generalText-to-video with custom avatars and AI dubbing
Slite
generalAI-powered knowledge base for company information
Plusdocs
generalAI presentation maker for PowerPoint and Google Slides
AIPRM
generalAI content generation for businesses
Dovetail
generalCustomer intelligence platform for feedback analysis
PolyAI
generalEnterprise platform for building voice AI agents
Carepatron Medical Transcription
generalPractice management for healthcare
Notta Showcase
generalTranscribe and summarize meetings
Build Intelligent Documentation with AI Knowledge Base Software
generalKnowledge base with AI search and chat
Learn Prompting
generalOnline course for AI prompt engineering
Fineshare
generalCreate AI voice clones from audio samples
Respeecher
generalProfessional AI voice generation for production
Picarta
generalIdentify the location where a photo was taken
Kaption AI
generalCaptions and subtitles for video and audio in 120+ languages
Zyft
generalAI shopping comparison app for finding products
UXsniff
generalDetect UX changes and understand their impact
Zams
generalAI automation for sales and revenue operations
V7 Go
generalAutomate deal analysis and CIM review
Typing Mind
generalFrontend for ChatGPT, Claude, Gemini, and other LLMs with low costs
AI.LS
generalChatGPT interface supporting GPT-3.5, GPT-4, and Claude with free credits
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.