AI Products
Commercial AI products spanning every category — from code editors and design tools to writing assistants, video generators, and enterprise AI platforms.
GitHub's AI pair programmer — inline suggestions, chat, and workspace across VS Code, JetBrains, and CLI.
AI UI generator by Vercel — creates production-quality React/Next.js components from natural language descriptions.
Open-source product analytics with LLM observability — traces, costs, evals unified with product metrics.
AI-native code editor — Cursor Tab, Cmd+K editing, Chat with codebase, Composer multi-file.
Ultra-fast AI code completion with 1M token context window — understands entire codebases for precise suggestions.
High-performance Rust code editor with native AI, multiplayer editing, and GPU-accelerated rendering.
AI-powered documentation platform — beautiful docs from MDX with AI search and auto-generated API reference.
Enterprise AI code assistant with on-premise deployment — trained on permissively-licensed code only.
AI test generation and PR review — creates comprehensive test suites and automates code review.
AI full-stack app builder — describe idea, get deployable React + Supabase app with auth.
Unlock AI potential: serverless, scalable, real-time vector...
Visual app builder — AI-generated native mobile apps with Flutter/Dart export.
No-code app builder from spreadsheets — AI-generated mobile and web apps.
Rust-based code editor — AI assistant, real-time collaboration, extreme performance, open source.
AI UI generator — natural language to React + Tailwind components.
AI front-end generator from prompts or Figma imports.
AI Relationship OS — auto-generates meeting prep briefs, tracks promises, compounds relationship memory across every interaction.
Low-code platform for AI-powered internal tools.
AI code integrity — test generation, PR review, coverage improvement, IDE and CI/CD integration.
AI design-to-code for React, Next.js, and Vue.
AI-powered stacked PRs and code review platform.
AI evaluation platform with automated hallucination detection and RAG metrics.
AI website builder — generate professional sites from text, CMS, animations, no-code.
Ultra-realistic AI voice synthesis with cloning and multilingual TTS.
AI writing platform with SEO and real-time search.
Enterprise AI for on-brand content with governance.
Enterprise TTS for corporate training and brand voice avatars.
AI design from sketches and text to interactive prototypes.
Low-cost vector database — pay-per-query, S3-backed, up to 10x cheaper at scale.
Fast AI 3D generation — text/image to 3D with animation, rigging, PBR materials, API.
Revolutionize data discovery and case strategy with AI-driven, secure...
AI meeting recorder with clips and CRM sync.
AI code documentation — auto-generates from code, auto-syncs on changes, IDE integration.
AI music generation — full songs with vocals from text, custom styles, high-quality output.
Developer security — AI-powered SAST, dependency scanning, container/IaC security, IDE integration.
AI website wireframe and sitemap generator.
Enterprise LLM evaluation for hallucination and safety.
AI meeting transcription and automated notes.
Desktop AI chat connecting local and cloud models.
AI video generation with physically accurate motion from text and images.
AI video generation with realistic motion and physics simulation.
Collaborative data workspace with AI-powered analysis.
AI video generation with expressive motion and cinematic composition.
AI writing assistant — grammar, style, tone, plagiarism, generative AI, browser extension.
AI notetaker with transcription and CRM integration.
AI features in Figma — generate UI from text, smart layers, AI search, design from mockups.
AI app builder from E2B — describe idea, get deployed full-stack app instantly.
AI video production from text with avatars and bulk generation.
Developer AI search indexing docs and repositories.
AI video/podcast editor — edit video by editing text, filler removal, eye contact, studio sound.
AI for collaborative docs, formulas, and workflows.
Visual testing and review platform built on Storybook.
AI visual development with design-to-code and CMS.
LLM testing and monitoring with tracing and automated evals.
AI Figma-to-code with component detection.
Adobe's commercially safe AI image generation with IP indemnification.
AI search with modes — Research, Smart, Create, Genius for different query types.
AI video generation with consistent characters and multi-scene narratives.
Revolutionize audio with machine learning repair and real-time...
Enterprise AI video — 230+ avatars, 140+ languages, custom avatars, SOC2/GDPR compliant.
AI for fiction writers — Story Engine, character voice, narrative structure, sensory descriptions.
Open-source supply chain security with deep package inspection.
AI creative suite with Gen-3 Alpha video generation for filmmakers.
AI video generation — Gen-3 Alpha, text/image to video, motion controls, professional filmmaking.
Enterprise voice cloning with emotion control and deepfake detection.
AI background removal — instant, high accuracy with hair/transparency, API + integrations.
AI + human QA service for 80% E2E test coverage.
AI voice generator with 900+ voices and real-time streaming TTS.
AI video generation — text/image to video, Pika Effects, lip sync, creative short-form.
AI code snippet manager with context capture.
AI photo editor for e-commerce — background removal, AI backgrounds, batch editing, 150M+ users.
Visual testing platform with AI-powered regression detection.
AI video repurposing that turns long videos into viral short clips.
AI voiceover studio with 120+ voices and collaborative workspace.
Enterprise data observability with ML-powered anomaly detection.
AI work management assistant in Monday.com.
AI 3D model generation — text/image to 3D with PBR textures, multiple export formats.
AI-powered application security with auto-remediation.
AI image upscaler that hallucinates detail guided by text prompts.
AI-powered data labeling platform for CV and NLP.
Premium ad-free search engine with AI summarization.
Premium ad-free search — AI summarization, custom ranking, privacy-respecting, FastGPT.
AI data analysis — upload data, ask questions, automated visualization and statistical analysis.
Enterprise AI content platform for marketing teams.
AI platform for building internal business apps.
AI avatar video platform — talking avatars from text, voice cloning, multi-language dubbing.
Enterprise AI video for workplace learning with LMS integration.
AI code review — line-by-line PR comments, chat in PR, learns codebase context.
Free AI code completion — 70+ languages, 40+ IDEs, inline suggestions, chat, free for individuals.
AI code review for bugs and security in PRs.
Stability AI's visual tool suite with removal, upscaling, and generation.
AI video editing with one-click generation optimized for social media.
AI-powered visual testing with intelligent baseline comparisons.
AI copywriting with predictive performance scoring.
All-in-one appsec platform with AI-powered triage.
Unify marketing, sales, CRM; AI-driven insights—boost...
AI image platform with canvas editor blending real and synthetic imagery.
AI image generation specializing in accurate text and typography rendering.
AI UI design generation — text to high-fidelity Figma designs with real content and icons.
AI 3D asset generation with game-ready output from images and text.
What are AI Products?
AI products are commercial SaaS tools and applications that package AI capabilities into user-friendly interfaces. From coding assistants (Cursor, Windsurf) to content tools (Jasper, Copy.ai), design tools (Midjourney, Canva AI), and enterprise platforms. Products abstract away the AI complexity, letting users focus on outcomes rather than models and prompts.
How to Choose
Evaluate on the problem it solves, not the AI it uses. Key questions: Does it integrate into your existing workflow? What's the free tier? What data does it access? How does pricing scale? For developer products specifically, check API access, customization options, and whether it supports your tech stack.
Key Capabilities to Evaluate
Common Patterns
Built from scratch around AI. The AI IS the product, not a feature added later. Cursor, v0, Midjourney.
Existing product with AI features added. Notion AI, Canva AI, HubSpot AI.
AI assists alongside human work. Suggestions, completions, and recommendations within an existing workflow.
AI does the work end-to-end with minimal human input. Devin, Jasper auto-publish, automated support bots.
What to Watch Out For
Top Capabilities
Browse all →Analyzes selected code or entire files and generates natural language explanations of what the code does, how it works, and why certain patterns were chosen. The feature can produce documentation in multiple formats (docstrings, comments, markdown) and supports various documentation styles (JSDoc, Sphinx, etc.). Developers can request explanations at different levels of detail (high-level overview, line-by-line breakdown, architectural context) through the chat interface, with responses appearing as formatted text or code comments.
Cody utilizes a context-aware engine that analyzes the current file and project structure to provide relevant code completions. It integrates with the Visual Studio Code API to access the Abstract Syntax Tree (AST) of the code, allowing it to suggest completions that are semantically relevant to the context, rather than relying solely on keyword matching. This approach ensures that the suggestions are not only syntactically correct but also contextually appropriate, enhancing developer productivity.
Converts natural language prompts into executable full-stack web applications by invoking an AI agent that generates React/Next.js frontend code, Node.js backend logic, and database schemas. The agent runs code in-browser via WebContainers to validate syntax and functionality before deployment, iterating on the generated code based on execution feedback. Token consumption scales with project complexity (larger codebases consume more tokens per iteration), and the agent supports design system imports from Figma and GitHub to accelerate UI generation.
Provides six model variants (tiny, base, small, medium, large, turbo) with parameter counts ranging from 39M to 1550M, enabling developers to choose optimal speed-accuracy tradeoffs. Tiny model runs at ~10x speed with 1GB VRAM; large model runs at 1x speed with 10GB VRAM. English-only variants (tiny.en, base.en, small.en) provide higher English accuracy by removing multilingual capacity. Turbo model (809M params) offers 8x speedup over large with minimal accuracy loss but lacks translation support.
Translates non-English speech directly to English text by using a task-specific token in the TextDecoder that signals translation mode, bypassing the need for intermediate transcription-then-translation pipelines. The AudioEncoder processes mel spectrograms identically to transcription, but the decoder generates English tokens directly from audio embeddings, reducing latency and error propagation compared to cascaded systems.
Transcribes audio in 98 languages to text in the original language using a unified Transformer sequence-to-sequence architecture with a shared AudioEncoder that processes mel spectrograms into language-agnostic embeddings, then a TextDecoder that generates tokens autoregressively. The system handles variable-length audio by padding or trimming to 30-second segments and uses task-specific tokens to signal transcription mode, enabling a single model to handle multiple languages without language-specific branches.
Detects the spoken language in audio by processing mel spectrograms through the AudioEncoder and using a language classification head that outputs probability distributions over 98 supported languages. The model leverages 680K hours of multilingual training data to recognize language characteristics from acoustic features alone, without requiring transcription. Language detection occurs as a preliminary step in the transcription pipeline and can be called independently via the language detection task token.
W&B Personal tier (free) and Enterprise tier support self-hosted deployment via Docker, enabling on-premise installation for teams with data residency or security requirements. Self-hosted instances run independently from W&B cloud, with optional integration to W&B cloud for cross-instance features. Supports custom domain configuration, HTTPS, and integration with corporate identity providers (LDAP, SAML, OAuth).
Browse Other Types
Autonomous AI systems that act on your behalf
ModelsFoundation models, fine-tunes, and specialized AI models
MCP ServersModel Context Protocol tools and integrations
RepositoriesOpen-source AI projects on GitHub
APIsProgrammatic endpoints for AI capabilities
ExtensionsBrowser and IDE extensions powered by AI
View all 19 types →Frequently Asked Questions
How do I tell if an AI product is actually good?
Try it on YOUR actual task, not the demo. Check: does it integrate into your workflow? Is the AI fast enough for interactive use? Does it handle edge cases or just the happy path? Read reviews from users in your role, not generic reviews. And always test the free tier before committing.