AI & Machine Learning

Discover 612 ai & machine learning product launches on What Launched Today — a curated feed of new startups, SaaS tools, and indie projects in AI & Machine Learning. Unlike a static software list, every entry links to a full launch page with screenshots, founder details, community reviews, and launch-day performance data. Use this page to spot emerging ai & machine learning tools before they hit mainstream directories.

612 ai & machine learning launches indexed

Ironback is the ai specialist your operation can actually afford.. <p>AI Operations Specialists for Service Companies | Ironback.ai<br>We embed a full-time AI operations specialist inside your service company — covering calls, estimating, scheduling, compliance &amp; more. $50K+ savings guaranteed in a 2-week assessment.<br>We embed a full-time AI operations specialist inside your service company — covering calls, estimating, scheduling, compliance &amp; more. $50K+ savings guaranteed in a 2-week assessment.<br>We embed a full-time AI operations specialist inside your service company — covering calls, estimating, scheduling, compliance &amp; more. $50K+ savings guaranteed in a 2-week assessment.</p>. Best for Artificial Intelligence and Recruiting & HR users.

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Lyria 3 - AI Song & Music Generator is turn any idea into a full song with lyria 3. <p><a target="_blank" rel="noopener noreferrer nofollow" href="lyria3.pro">Lyria 3</a> is the premier AI music generator powered by Google DeepMind's most advanced audio model. Available at <a target="_blank" rel="noopener noreferrer nofollow" href="http://lyria3.pro">lyria3.pro</a>, it transforms simple text prompts, images, or video clips into studio-quality, fully produced songs in seconds—complete with realistic vocals and auto-generated lyrics.</p><p><strong>Core Features</strong></p><ul><li><p><strong>Multimodal Generation:</strong> Create music not just from text, but by uploading photos or videos to generate emotionally matched soundtracks.</p></li><li><p><strong>Studio-Grade Quality:</strong> Native 48kHz/24-bit stereo audio for professional, rich sound without muddy upsampling.</p></li><li><p><strong>Lifelike Vocals:</strong> Auto-generates rhyming lyrics and sings/raps in 8+ languages (English, Mandarin, Japanese, Spanish, etc.) with zero robotic accents.</p></li><li><p><strong>100% Royalty-Free:</strong> Full commercial rights. No copyright claims on YouTube, TikTok, games, or ads.</p></li></ul><p><strong>How to Use</strong></p><ol><li><p><strong>Sign In:</strong> Visit <a target="_blank" rel="noopener noreferrer nofollow" href="http://lyria3.pro">lyria3.pro</a> and log in to claim your free credits.</p></li><li><p><strong>Input:</strong> Describe your desired song (genre, mood, tempo) or simply upload a visual.</p></li><li><p><strong>Generate:</strong> Click "Create Music" to let the AI compose your 30-second high-fidelity track.</p></li><li><p><strong>Download:</strong> Export your completed song and use it anywhere.</p></li></ol><p><strong>Pricing</strong> Freemium model. New users receive free credits upon sign-up to start creating immediately (e.g., 20 credits per generation). Flexible top-up plans are available for creators who need more volume.</p><p><strong>Use Cases</strong></p><ul><li><p><strong>Content Creators:</strong> Viral background beats for TikTok, YouTube Shorts, and Reels.</p></li><li><p><strong>Filmmakers &amp; Game Devs:</strong> Cinematic scores and atmospheric loops tailored to visual scenes.</p></li><li><p><strong>Marketers &amp; Brands:</strong> Unique, royalty-free commercial soundtracks for ads.</p></li></ul><p></p>. Best for ai and music users.

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3DAIStudio is create high quality 3d models from text or images in seconds. <p>3D AI Studio - Generate 3D Models from Image or Text in Seconds<br>Easily generate custom 3D models with our AI-powered 3D AI Studio. Ideal for designers, developers, and creatives seeking high-quality 3D assets.<br>Easily generate custom 3D models with our AI-powered 3D AI Studio. Ideal for designers, developers, and creatives seeking high-quality 3D assets.<br>3D AI Studio is a AI toolkit that enables users to effortlessly transform text or images into high quality 3D assets. Unleash your creativity with 3D AI Studio – the future of 3D Assets.</p>. Best for Artificial Intelligence and Content Creation users.

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Seedance2 is seedance 2.0 - ai video generator with native audio & 2k cin. <p><strong>Seedances Introduction</strong></p><p>Seedances is a next-generation AI video platform powered by ByteDance’s Seedance 2.0 model. It enables effortless creation of cinematic videos through text-to-video, image-to-video, and multimodal inputs — with native synchronized audio, realistic motion, physics simulation, director-level camera control, and high-fidelity 2K output.</p><p><strong>Key Features</strong></p><ul><li><p><strong>Text-to-Video</strong>: Generate multi-shot cinematic clips from detailed prompts, with smooth motion, consistent characters, and natural storytelling.</p></li><li><p><strong>Image-to-Video</strong>: Animate photos into lifelike videos — characters move, express emotions, and interact while preserving identity and style.</p></li><li><p><strong>Multimodal Reference</strong>: Combine text + up to 9 images + 3 videos (≤15s) + 3 audio clips for precise control over motion, style, camera work, lighting, expressions, and sound.</p></li><li><p><strong>Motion &amp; Performance Transfer</strong>: Replicate dance, actions, camera movements, or expressions from reference videos with high accuracy.</p></li><li><p><strong>Native Audio Generation</strong>: Produce synced dialogue (lip-sync), sound effects, ambient noise, music, and multilingual voiceovers.</p></li><li><p><strong>Output</strong>: Native 2K (up to 1080p/2K), smooth fps, multiple aspect ratios (vertical, widescreen, square).</p></li></ul><p><strong>Core Advantages</strong></p><ul><li><p>Unified audio-video joint generation for perfect synchronization and immersion.</p></li><li><p>Exceptional motion stability, real-world physics, and temporal consistency — no jitter or artifacts in complex scenes.</p></li><li><p><strong>Director-grade control</strong>: camera angles, lighting, shadows, pacing, multi-shot narratives.</p></li><li><p><strong>Fast generation</strong>: High-quality clips in seconds to minutes.</p></li><li><p>Strong multilingual support and prompt adherence for global creators.</p></li></ul><p><strong>Target Users</strong></p><ul><li><p>Social media creators: Viral shorts, dance challenges, Reels/TikTok content.</p></li><li><p>Dancers/choreographers: Routine visualization, covers, tutorials.</p></li><li><p>Filmmakers: Concept trailers, storyboards, music videos.</p></li><li><p>Marketers: Ads, product demos, branded clips.</p></li><li><p>Educators: Explainers, animated lessons.</p></li><li><p>Hobbyists: Fun animations from photos or ideas.</p></li></ul><p><strong>Frequently Asked Questions</strong></p><ul><li><p><strong>Free to use?</strong> Free tier with limits/watermarks; paid plans for higher quotas, no watermark, priority speed, advanced features.</p></li><li><p><strong>Copyright?</strong> Users own generated content and can use commercially (comply with terms, avoid infringing references).</p></li><li><p><strong>Languages?</strong> Strong in English, Chinese + major others; good lip-sync/voice support.</p></li><li><p><strong>Speed?</strong> Most clips 20–120 seconds; priority faster on paid.</p></li></ul><p>• • <strong>Best results?</strong> Use structured prompts (subject, action, camera, lighting, style, audio); high-quality references; iterate refinements.</p>. Best for AI and Video users.

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Cowork.ink is fast, lightweight ai agent platform — open-source alternativ. <p>А, чёрт, понял — <a target="_blank" rel="noopener noreferrer nofollow" href="http://cowork.ink">cowork.ink</a> это свой продукт, не форк OpenClaw. GoGogot — ваш open-source движок. Переписываю:</p><p>Fast, lightweight AI agent platform — open-source alternative to OpenClaw for $20/mo</p><p>OpenClaw is cool, but it's heavy, local-only, and eats through your API budget. We built something different.</p><p><a target="_blank" rel="noopener noreferrer nofollow" href="http://cowork.ink">cowork.ink</a> is a fast, lightweight AI agent that runs in the cloud. Real browser, real file system, real code execution — without the setup pain. Powered by our own open-source engine GoGogot, not a fork of anything.</p><p>Why people pick us over OpenClaw:</p><p>$20/mo, everything included. All top AI models (Claude, DeepSeek, Gemini) bundled in. No API keys to manage, no token bills, no cost surprises. OpenClaw on your own hardware? That's $1,600+ in month one.</p><p>Lightweight and fast. No bloated desktop app eating your RAM. Your agent runs on an isolated cloud machine — your laptop stays clean.</p><p>60-second deploy. No Mac Mini, no Docker, no config files. Sign up, describe your task, done.</p><p>Zero maintenance. We handle servers, updates, uptime, model routing. You handle your business.</p><p>Full agent capabilities: real browser that searches, fills forms, extracts data. Works with any file — CSV, PDF, images, spreadsheets. Sends emails, schedules meetings, writes and runs code. Persistent memory across sessions. Cron-like scheduled tasks that run while you sleep.</p><p>Built for teams, not just solo use. Admin panel with roles, container isolation, scales to 200 agents per node, 1-minute Kubernetes deployment. Enterprise security without enterprise complexity.</p><p>100% open-source. GoGogot is our engine — every line on GitHub. No telemetry, no black boxes. Self-host for free or let us run it for you.</p><p>6 ready-made roles: Customer Support, Personal Assistant, Content Writer, Data Analyst, DevOps Engineer, Bookkeeper — pre-configured and ready to go.</p><p></p>. Best for AI agents and AI employees users.

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Voxtral TTS is voxtral tts | ai text-to-speech – zero-shot voice cloning. <h2>Generate Realistic Speech with Advanced AI</h2><p><a target="_blank" rel="noopener noreferrer nofollow" href="https://voxtral-tts.com/">Voxtral TTS</a> is an advanced AI text-to-speech platform designed to turn written content into natural, expressive, and human-like voice. It focuses not just on accurate pronunciation, but on delivering speech with realistic tone, rhythm, and emotional nuance, making the output feel closer to real human communication.</p><hr><h2>Text-to-Speech Studio</h2><h3>Input Your Text</h3><p>Simply enter or paste your text, whether it’s a short sentence or a long script.</p><h3>Select Voice</h3><p>Choose from high-quality voice models or create a custom voice using voice cloning.</p><h3>Customize Settings</h3><p>Adjust parameters like speed, pitch, tone, and language to match different scenarios.</p><h3>Generate Audio</h3><p>Produce smooth, lifelike speech instantly with minimal delay.</p><hr><h2>What is <a target="_blank" rel="noopener noreferrer nofollow" href="https://voxtral-tts.com/">Voxtral TTS</a>?</h2><p>Voxtral TTS is a next-generation speech synthesis system that goes beyond traditional TTS by focusing on how speech is delivered. It captures subtle elements such as pauses, emphasis, and flow, allowing generated audio to sound more natural and engaging rather than robotic or flat.</p><hr><h2>Key Features</h2><h3>Natural &amp; Expressive Speech</h3><p>Generates voice with realistic pacing, tone variation, and emotional depth.</p><h3>Zero-Shot Voice Cloning</h3><p>Enables instant voice replication from a short audio sample without training, making personalization fast and accessible.</p><h3>Multilingual Consistency</h3><p>Supports multiple languages while maintaining the same voice identity across different outputs.</p><h3>Real-Time Performance</h3><p>Low-latency generation makes it suitable for interactive and live applications.</p><h3>Scalable &amp; Flexible Integration</h3><p>Provides API access for seamless integration into apps, platforms, and enterprise workflows.</p><hr><h2>Why Choose Voxtral TTS</h2><h3>More Human-Like Output</h3><p>Focuses on expression and delivery, not just pronunciation, resulting in more believable speech.</p><h3>Efficient Content Creation</h3><p>Reduces the need for manual recording, editing, and voice production.</p><h3>Easy to Use, Powerful Results</h3><p>Offers a simple workflow while delivering professional-level audio quality.</p><h3>Adaptable Across Scenarios</h3><p>Works well for both creative projects and technical implementations.</p><hr><h2>Use Cases</h2><ul><li><p>Video narration and media production</p></li><li><p>AI voice assistants and conversational systems</p></li><li><p>Customer service automation</p></li><li><p>E-learning and accessibility tools</p></li></ul><hr><h2>Start Creating with Voxtral TTS</h2><p>Transform text into natural, expressive voice and build more engaging audio experiences with Voxtral TTS.</p>. Best for voxtral tts and mistral tts users.

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Hailuo 3.0 AI is hailuo 3.0 - ai-powered tool for creators. <p>Hailuo 3.0 is an advanced AI video generation platform that transforms text prompts and images into cinematic 4K videos. It features director mode for precise camera control and synchronized audio capabilities. Content creators can produce professional-quality videos without traditional filming equipment or extensive video editing skills. The platform streamlines the video creation process, making high-quality video production accessible to creators of all skill levels.</p>. Best for Hailuo 3.0 and ai users.

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JobScroller is every job at the top tech companies. <p>Discover every open role at the world’s top tech companies. All in one place, sourced directly from official career pages. No scraped listings, no outdated posts, and no recruiter spam just clean, high-quality opportunities updated daily. This means you’re always seeing the freshest jobs exactly as companies publish them, without duplicates or noise. Go beyond browsing with a built-in resume matching feature that instantly shows how well you fit any role. In seconds, you can evaluate your chances, identify gaps, and decide where to apply with confidence. It’s a fast, focused way to job hunt. Completely free and designed to help you land better opportunities without wasting time.</p><p>&nbsp;</p><p><strong>Tags:</strong></p><p>Jobs, AI Productivity Tools, AI Digital Marketing Tools</p><p>&nbsp;</p><p><strong>Target Audience:</strong></p><p>Software Engineers, Data Scientists, Product Managers, Mid-Senior Professionals, Remote Job Seekers, and Recruiter-averse Candidates.</p><p>&nbsp;</p><p><strong>Features:</strong></p><p>• Direct job sourcing (no aggregators): Pulls jobs directly from company career pages (not scraped from job boards)</p><p>• Daily freshness &amp; real-time accuracy: Jobs are refreshed every 24 hours</p><p>• Large tech-focused job database: 100k+ active roles across top tech companies</p>. Best for Jobs and AI Productivity Tools users.

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nbot.ai is personalized curators that surface what you care about. <p><a target="_blank" rel="noopener noreferrer nofollow" href="https://nbot.ai/">NBot</a> reads the entire internet for you - news, niche blogs, social media, forums - then kills 99% of the noise and surfaces the 1% that actually matters. It restructures chaos into clean, actionable feeds and briefings so you save hours, stay ahead of emerging signals, and make faster, sharper decisions.</p>. Best for Productivity; News; Artificial Intelligence and productivity users.

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Big Apple Collects is card pricing, 600+ checklists, and ebay listing tools — all free, no subscription. <p>Big Apple Collects is a free toolkit for sports card collectors and eBay sellers. Look up the current market value of any baseball, football, or basketball card using live eBay data. Browse over 600 checklists covering Topps, Panini, Bowman, Upper Deck, and more. Generate optimized 80-character eBay listing titles with AI, and create professional front/back combo images and binder showcase grids for your listings. Whether you're pricing your collection or listing cards for sale, everything you need is in one place: no subscriptions, no paywalls.</p>. Best for Utilities and Content Creation users.

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Content True is a high-precision designed to eliminate false positives and protect creators from search engine penalties.. <p><a target="_blank" rel="noopener noreferrer nofollow" href="https://contenttrue.org/en">Content True</a> is a high-accuracy AI content detector that prevents false positives. It distinguishes between human and AI writing (including Gemini and GPT-5.4) while ensuring zero data retention for privacy.</p>. Best for AI Detector and Content Verification users.

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Openclaw Cases is turn ai chats into reusable automation workflows with engineer-tested openclaw skills.. <p><a target="_blank" rel="noopener noreferrer nofollow" href="https://openclawcases.com/">Openclaw Cases</a> provides real-world AI automation workflows. Empower your AI assistant with reusable, engineer-tested skills for API integrations, browser automation, email triage, and SOP standardization. Stop re-teaching your AI and build stable automations.</p>. Best for AI workflow and Openclaw users.

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Banana Prompts is the ultimate ai prompt & reverse-engineering workspace. <p>Banana Prompts is an AI prompt engineering workstation for digital artists and designers. We help you break the "black box" of generative AI with precise prompts, reverse engineering, and a vast prompt library, enhancing creative efficiency.</p>. Best for Banana Prompts and Nano banana prompts users.

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DemandBird is social media scheduling that just works. <p>DemandBird is a social media scheduling tool that eliminates the biggest bottleneck in multi-channel content: turning good ideas into polished content. Write your content or ideas once, and DemandBird automatically adapts them for LinkedIn, X/Twitter, Bluesky, Substack, and more — matching the right tone, length, and format for each; and helping you repurpose and reuse the content over time. Then schedules everything in one flow, with built-in reporting and AI assistance.<br><br>Key Features:<br>-AI-powered content repurposing across platforms<br>-Smart scheduling with optimal timing<br>-Thread builder for long-form content<br>-Voice training so adaptations sound like you<br>-Content library to resurface and remix past posts<br>-Unified analytics across all channels<br>-Chrome extension, API &amp; MCP support<br><br>Best for marketing teams, agencies, and serious creators managing multi-channel presence at volume.</p>. Best for social media and social users.

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VayoVideo is vayovideo - ai manga & comic video generator with character. <p><strong>VayoVideo Introduction</strong></p><p>VayoVideo is a next-generation AI manga image and video generator designed for comic creators. Powered by advanced models including Kling and Veo 3.1, it provides a seamless all-in-one workflow to create manga-style images, consistent characters, comic panels, and short stylized videos from text prompts and reference images.</p><p><strong>Key Features</strong></p><ul><li><p><strong>Text-to-Image</strong>: Generate high-quality manga-style covers, posters, story frames, thumbnails, and promotional visuals from detailed text prompts.</p></li><li><p><strong>Text-to-Video &amp; Image-to-Video</strong>: Turn prompts or images into dynamic manga-inspired short videos and motion scenes with smooth animation.</p></li><li><p><strong>Photo-to-Manga Style Transfer</strong>: Convert real photos into manga or comic-style visuals while maintaining flexible artistic control.</p></li><li><p><strong>Character &amp; Style Consistency</strong>: Build reusable character assets and prompts to ensure consistent looks across multiple panels, scenes, and videos.</p></li><li><p><strong>Integrated Editing Tools</strong>: Refine images and videos with built-in enhancement, iteration, and professional editing features.</p></li></ul><p><strong>Core Advantages</strong></p><ul><li><p>All-in-one workflow: Seamlessly move from text-to-image to image-to-video and editing without switching tools.</p></li><li><p>Strong character and style consistency across images, panels, and videos.</p></li><li><p>Fast generation: Images in seconds, quick first drafts, and efficient iteration for creators.</p></li><li><p>Versatile manga/comic focus: Perfect for stylized visuals, story frames, and promotional content.</p></li></ul><p><strong>Target Users</strong></p><ul><li><p>Manga &amp; comic creators: Story panels, covers, and animated clips.</p></li><li><p>Social media creators: Stylized shorts, thumbnails, and trending manga-style content.</p></li><li><p>Content creators &amp; influencers: Consistent character videos and visual storytelling.</p></li><li><p>Marketers &amp; designers: Branded comic-style ads, posters, and campaign visuals.</p></li></ul><p><strong>Frequently Asked Questions</strong></p><ul><li><p><strong>Free to use?</strong> Yes — new users get free credits to test core features; paid plans unlock higher quotas, no watermarks, advanced tools, and commercial usage.</p></li><li><p><strong>Copyright?</strong> Users own generated content and can use it commercially on paid plans (comply with terms and avoid infringing references).</p></li><li><p><strong>Languages?</strong> Strong prompt understanding with support for creative and multilingual descriptions.</p></li><li><p><strong>Speed?</strong> Images generate in seconds; videos and complex edits are fast with quick iteration.</p></li></ul><p></p>. Best for AI and Image Generator users.

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KiTalent is executive search, reimagined. <p>Executive Search Firm Delivering Leaders in 7 Days - KiTalent<br>KiTalent delivers AI‑enhanced executive search: 7–10‑day shortlists, 42% faster hires, 96% retention. Global. Pay per interview.</p>. Best for Recruiting & HR and Artificial Intelligence users.

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CloudNSite is ai agents for healthcare, legal, and business automation. <p>CloudNSite builds custom AI agents that automate scheduling, billing, document processing, and patient communication for healthcare practices, law firms, and businesses. We deploy private, compliant AI that handles the repetitive work so staff can focus on what actually requires them.</p><p>Our agents handle prior authorization, appointment scheduling, insurance verification, contract review, invoice processing, and more. Each deployment is built around the specific workflow and systems the practice already uses.</p>. Best for ai and automation users.

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Wire is cancel your cms and seo stack. just wire it.. <p>Wire is a content operations CLI that replaces your entire SEO and publishing stack. Instead of paying for Ahrefs, Semrush, SurferSEO, WordPress Hosting, Yoast, and Grammarly separately, <br><br>Wire handles keyword research, cannibalization detection, content optimization, static site generation, writing quality checks, and Google Search Console integration in one pipeline.<br><br>Thin content, broken links, AI writing patterns, and title violations: Wire refuses to publish until problems are resolved. No warnings you can ignore.<br><br>Give your AI agent the Wire bot protocol, and it operates your site autonomously: audits, rewrites, news integration, internal linking, and deployment. You configure it once. The agent handles the rest.<br><br>Wire runs locally. Your content and search data never leave your machine. Output is static HTML, no database, no server, no attack surface. Free hosting via GitHub Pages. Managed service available for hands-off operation. Migrate from WordPress or MkDocs today.</p>. Best for SEO automation and content pipeline users.

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Frequently asked questions

What ai & machine learning products launched recently?
The list below shows AI & Machine Learning launches from the past 12 months, sorted by launch date. Premium and highlighted launches are marked for visibility.
How is AI & Machine Learning defined on What Launched Today?
Products are grouped by founder-submitted tags that match AI & Machine Learning. You can also browse by related tags, our AI tools directory, or weekly launch roundups.
Can I submit a ai & machine learning product?
Yes — founders submit through our dashboard. Approved launches get a dedicated page, community upvotes, and inclusion in category and archive listings.