The Top 100 AI Tools
A curated, regularly updated directory of the AI tools we think are most worth knowing about, with honest assessments of each.
Last updated: 25 March 2026 · Updated fortnightly
Showing all 100 tools
Best in Class
Ken's Pick
Rising
Agentic
Free
Open Source
New
|
OpenAI · chatgpt.com
Freemium · from $20/mo
Best in Class
Agentic
The most widely used AI assistant. Handles writing, coding, image generation, web browsing, and file analysis in one interface.
Platforms: Web, iOS, Android, macOS, Windows
Privacy: Trains on free-tier chats (opt-out available)
Commercial use: Yes, on all tiers
Broadest feature set of any single tool
Excellent image generation with DALL-E
Free tier is significantly limited
Can be confidently wrong on niche topics
Best for: People who want one tool that does everything reasonably well.
Anthropic · claude.ai
Freemium · from $20/mo
Ken's Pick
Agentic
Best for reasoning, long-form writing, and working with large documents. Cowork mode can control your desktop autonomously.
Platforms: Web, iOS, Android, macOS, Windows
Privacy: Does not train on your conversations
Commercial use: Yes, on all tiers
Best-in-class for long, nuanced writing
Handles very long documents (200k+ tokens)
No built-in web browsing on free tier
Image generation only recently added
Best for: Writers, researchers, and anyone working with long or complex material.
Google · gemini.google.com
Freemium · from $20/mo
Google's AI with real-time web search, multimodal input, and deep integration across Workspace apps.
Platforms: Web, iOS, Android, macOS, Windows
Privacy: Enterprise: no training; Consumer: opt-out available
Commercial use: Yes, with copyright protection on paid
Deep Google Workspace integration
Strong multimodal capabilities
Privacy less clear on free tier
Can lag behind rivals on complex reasoning
Best for: Google Workspace users who want native AI across their tools.
Microsoft · copilot.microsoft.com
Freemium · from $20/mo
AI assistant woven into Windows, Edge, and Microsoft 365 for writing, analysis, and everyday tasks.
Platforms: Web, Windows, macOS, iOS, Android
Privacy: Enterprise data not used for training
Commercial use: Yes, with IP indemnification on paid
Seamless Microsoft 365 integration
Enterprise-grade data protection
Limited capabilities on free tier
Best value only within Microsoft ecosystem
Best for: Microsoft 365 users who want AI built into the apps they already use.
Perplexity AI · perplexity.ai
Freemium · from $20/mo
Best in Class
Agentic
An AI answer engine that searches the web in real time and always cites its sources. Think Google meets ChatGPT.
Platforms: Web, iOS, Android
Privacy: Search queries collected; privacy varies by plan
Commercial use: Yes, on all tiers
Always shows sources -- great for trust
Excellent for current events and research
Not as strong for creative writing
Pro tier needed for best model access
Best for: Research, fact-checking, and anyone who wants sources with their answers.
xAI · grok.com
Freemium · from $8/mo
Rising
Real-time AI with massive 1M+ token context window, web search, and deep X/Twitter integration.
Platforms: Web, iOS, Android
Privacy: Data handling unclear; integrates with X/Twitter data
Commercial use: Yes, permitted under terms
Massive context window (1M+ tokens)
Real-time web and social data integration
Newer model, less proven track record
Tied closely to X platform ecosystem
Best for: Users needing huge context windows and real-time social data.
Meta · meta.ai
Free
Free
Free AI assistant across Facebook, Instagram, WhatsApp, and Messenger with built-in image generation.
Platforms: Web, iOS, Android (Facebook, Instagram, WhatsApp)
Privacy: Interactions used for ad targeting; trains by default
Commercial use: Yes, users retain rights to outputs
Completely free to use
Native in apps you already use daily
Trains on your data for ad targeting
Not available in the EU
Best for: People who want free AI in the social apps they already use.
Inflection AI / Microsoft · pi.ai
Free
Free
Empathetic personal AI focused on emotional intelligence, warm conversation, and natural voice interaction.
Platforms: Web, iOS, Android
Privacy: No data sharing; conversations private; no ads
Commercial use: Limited (personal use focus)
Privacy-first design with no ads
Warm, human-like conversational style
Fewer features than larger competitors
Smaller model capability for complex tasks
Best for: Anyone who values privacy and wants a supportive, empathetic AI companion.
Grammarly · grammarly.com
Freemium · from $12/mo
Best in Class
AI writing assistant checking grammar, tone, clarity, and plagiarism across everything you type.
Platforms: Web, Browser ext, Windows, macOS, iOS, Android
Privacy: Opt-out available for model training
Commercial use: Yes, enterprise DPA available
Works everywhere via browser extension
Excellent tone and clarity detection
Can be over-corrective for experienced writers
Privacy concerns with browser extension access
Best for: Professional writers and anyone who wants polished writing everywhere.
Jasper · jasper.ai
Paid · from $39/mo
Agentic
Enterprise content creation platform with Brand Voice, SEO tools, and AI marketing agents.
Platforms: Web, Browser extension
Privacy: Customer data not used for training; SOC 2 compliant
Commercial use: Yes, customers own outputs
Team collaboration with custom brand voices
Purpose-built for marketing content
Expensive for individual users
Steep learning curve for full feature set
Best for: Marketing teams and content agencies producing brand-consistent copy at scale.
Copy.ai · copy.ai
Freemium · from $29/mo
Agentic
Go-to-market AI platform combining chat, content workflows, and sales automation with AI agents.
Platforms: Web
Privacy: Usage data collected; opt-out available
Commercial use: Yes, output ownership granted
Workflow automation for GTM teams
Outcome-focused sales features
Higher enterprise costs
Fewer integrations than some competitors
Best for: Go-to-market teams and sales operations needing automated content workflows.
Sudowrite · sudowrite.com
Paid · from $10/mo
Rising
AI fiction writing partner with Story Engine, scene generation, and creative tools tuned for novelists.
Platforms: Web
Privacy: Muse model trained on published fiction
Commercial use: Yes, output ownership included
Purpose-built Muse model for fiction
Story generation and scene expansion quality
Fiction-focused only -- not for non-fiction
Smaller user base and community
Best for: Fiction authors and novelists who want an AI writing partner that understands storytelling.
ProWritingAid · prowritingaid.com
Freemium · from $12/mo
Deep writing analysis with 25+ reports covering style, structure, readability, and AI-powered rewrites.
Platforms: Web, Browser ext, Word, Google Docs, macOS
Privacy: No data training without consent
Commercial use: Yes, content ownership retained
Deepest analytics of any writing tool (25+ reports)
Lifetime purchase option available
Steeper learning curve than Grammarly
Less intuitive interface for casual users
Best for: Serious authors and academic writers who want deep, detailed feedback.
Adam & Ben Long · hemingwayapp.com
Free web / $20 desktop (one-time)
Simple readability analyser highlighting passive voice, complex sentences, and clarity issues.
Platforms: Web, macOS, Windows
Privacy: No data collection for training
Commercial use: Yes, output rights retained
Clean, minimal, distraction-free interface
One-time desktop purchase -- no subscription
Limited AI features beyond readability analysis
Smaller feature set than full writing suites
Best for: Writers and editors who want clarity-focused, no-nonsense feedback.
QuillBot · quillbot.com
Freemium · from $5/mo
Free
Paraphrasing and plagiarism checking tool with multiple rewrite modes at budget-friendly pricing.
Platforms: Web, Browser ext, Word, Google Docs
Privacy: Text stored by default; training opt-out added recently
Commercial use: Caution -- team plans exclude inputs from training
Very affordable compared to alternatives
Built-in plagiarism detection
Stores your text by default (privacy concern)
Lower AI quality than premium alternatives
Best for: Students and budget-conscious writers who need quick paraphrasing.
Writesonic · writesonic.com
Freemium · from $13/mo
AI content platform with SEO optimisation tools, chatbot builder, and WordPress integration.
Platforms: Web, Browser ext, WordPress
Privacy: Content used for improvement; opt-out available
Commercial use: Yes, output ownership included
AI search visibility tracking and SEO tools
Direct WordPress plugin integration
Confusing pricing across multiple tiers
Interface feels dated compared to rivals
Best for: SEO-focused content creators who publish via WordPress.
Google · notebooklm.google.com
Freemium · from $20/mo (Google One)
Best in Class
New
Upload your documents and get AI-generated study guides, Q&A, summaries, and podcast-style audio discussions.
Platforms: Web, iOS, Android
Privacy: Does not train on your uploaded documents
Commercial use: Yes, enterprise tiers available
Auto-generates podcasts from your documents
Excellent source-grounded Q&A
Requires Google account
Limited without Google One AI Premium
Best for: Students, researchers, and anyone who wants to deeply engage with their own documents.
Elicit AI · elicit.com
Freemium · from $12/mo
AI research assistant for finding, summarising, and extracting data from 270M+ academic papers.
Platforms: Web
Privacy: Research data handled securely; enterprise DPA available
Commercial use: Yes, limited to research use
Bulk data extraction across papers
Advanced systematic review workflows
Niche academic focus -- not for general users
Requires research literacy to use effectively
Best for: Academic researchers conducting literature reviews and systematic analyses.
Consensus · consensus.app
Freemium · from $9/mo
Best in Class
AI search over 200M+ peer-reviewed papers delivering evidence-based, citation-backed answers.
Platforms: Web
Privacy: No data training; focused on paper aggregation
Commercial use: Yes, research-focused use
Only searches peer-reviewed literature
Every answer backed by academic citations
Subscription needed for advanced analysis
Smaller user base than general search tools
Best for: Scientists and professionals who need evidence-based answers they can trust.
Allen Institute for AI · semanticscholar.org
Free
Free
Open Source
Free AI-powered academic search with TLDR summaries, citation graphs, and alerts across 200M+ papers.
Platforms: Web
Privacy: Non-profit; no commercial data training
Commercial use: Yes, non-profit model
Completely free -- no paid tier needed
AI-generated TLDR summaries for every paper
No premium features or advanced analytics
Smaller feature set than paid competitors
Best for: Any researcher who wants free, AI-enhanced access to academic literature.
Connected Papers · connectedpapers.com
Freemium · from $4/mo
Visual literature mapping showing how academic papers connect to each other through citation networks.
Platforms: Web
Privacy: Graph-based -- no text training on user data
Commercial use: Yes, visual research focus
Beautiful interactive citation graph visualisation
Zotero integration for reference management
Limited to 5 free graphs per month
Supplements search -- doesn't replace it
Best for: Researchers who want to visually discover related papers they might have missed.
SciSpace · scispace.com
Freemium · from $12/mo
AI research platform with PDF chat, literature search, and tools for systematic review and meta-analysis.
Platforms: Web
Privacy: 270M papers indexed; paper usage for training unclear
Commercial use: Yes, academic-focused
Chat directly with PDF papers
Built-in systematic review tools
Complex and confusing pricing tiers
UI needs improvement
Best for: Researchers doing systematic reviews who want to interrogate PDFs directly.
Scite · scite.ai
Freemium · from $12/mo
Citation intelligence showing whether papers support or contradict each other using smart citations.
Platforms: Web
Privacy: Academic focus; no commercial data training
Commercial use: Limited -- designed for academic research
Unique supporting vs contradicting citation analysis
Research network visualisation
Purely academic focus -- no general use
Smaller database than broader alternatives
Best for: Academics who need to understand how papers relate to each other beyond simple citation counts.
You.com · you.com
Freemium · from $15/mo
AI search engine offering GPT-4, Claude, Gemini, and Llama in a single interface with web results.
Platforms: Web
Privacy: Minimised data collection; web aggregation model
Commercial use: Yes, research and Q&A focused
Choose between multiple AI models in one place
Affordable multi-model access
Aggregates third-party content (copyright questions)
Jack of all trades, master of none
Best for: Researchers who want to compare answers across different AI models.
Wolfram Research · wolframalpha.com
Freemium · from $8/mo
Best in Class
Computational knowledge engine delivering precise answers for maths, science, data, and engineering queries.
Platforms: Web, iOS, Android, Windows
Privacy: Minimal tracking; computational data anonymised
Commercial use: Limited -- educational licences available
Unmatched computational accuracy
Step-by-step solutions for learning
Steep learning curve for natural language input
Limited conversational ability -- it's a calculator, not a chatbot
Best for: Students, engineers, and scientists who need precise computational answers, not chat.
Midjourney Inc · midjourney.com
Paid · from $10/mo
Best in Class
The gold standard for AI art and illustration. Produces consistently beautiful, stylised images from text prompts.
Platforms: Web, Discord
Privacy: Images public by default (private on Pro+)
Commercial use: Yes, on paid plans
Unmatched aesthetic quality
Great for concepts, mood boards, and art
No free tier available
Struggles with precise text in images
Best for: Anyone who wants beautiful images and doesn't mind paying for quality.
OpenAI · openai.com
Included in ChatGPT Plus $20/mo
Instruction-following image generator built into ChatGPT, excelling at complex multi-part prompts and iteration.
Platforms: Web, iOS, Android (via ChatGPT)
Privacy: Opt-out available for training
Commercial use: Yes, on ChatGPT Plus and higher
Best at following detailed, complex instructions
Natural iteration through ChatGPT conversation
Refuses to generate celebrity likenesses
Higher per-image cost than some alternatives
Best for: ChatGPT users who want images they can iterate on through natural conversation.
Adobe · adobe.com
Freemium · from $10/mo
Best in Class
Generative AI trained exclusively on licensed content -- designed from the ground up to be safe for commercial use.
Platforms: Web, Creative Cloud, iOS, Android
Privacy: Trained only on licensed content; never trains on subscriber work
Commercial use: Yes, all paid plans -- safe by design
Commercially safe by design (licensed training data)
Integrated into Adobe Creative Suite
Credit system requires tracking
Free plan limited to basic features
Best for: Professionals and businesses who need images that are unambiguously safe for commercial use.
Stability AI · stability.ai
Free (open source)
Free
Open Source
Open-source image model you can run locally with maximum control, privacy, and customisation.
Platforms: Web, Windows, macOS, Linux (local)
Privacy: Open source; no telemetry when running locally
Commercial use: Yes, free under $1M revenue
Completely free and open source
Full local control -- no data leaves your machine
Steep learning curve without a UI wrapper
Requires a decent GPU for quality results
Best for: Developers, researchers, and privacy-conscious creators who want total control.
Canva Pty Ltd · canva.com
Freemium · from $13/mo
Design platform with AI layouts, image generation, background removal, and templates for absolutely everything.
Platforms: Web, iOS, Android, macOS, Windows
Privacy: May train on content; opt-out available
Commercial use: Yes, on all tiers (Pro+ for full library)
All-in-one design -- not just AI images
Templates for social, print, video, and more
AI image quality behind dedicated generators
Can feel overwhelming with so many options
Best for: Non-designers who need professional-looking graphics quickly.
Ideogram Inc · ideogram.ai
Freemium · from $8/mo
Rising
AI image generator that renders text within images better than any competitor -- great for posters and logos.
Platforms: Web
Privacy: Standard terms; public gallery on free tier
Commercial use: Yes, on paid plans
Best-in-class text rendering inside images
Generous free tier with daily credits
Overall image quality slightly behind Midjourney
Fewer style controls and customisation options
Best for: Posters, logos, social graphics -- anything where readable text in the image matters.
Leonardo AI · leonardo.ai
Free (150 daily tokens) / from $10/mo
Rising
Affordable image generator with AI Canvas, character references, and real-time editing for iterative control.
Platforms: Web, iOS, Android
Privacy: Free tier: public; Paid: full IP ownership
Commercial use: Yes, on all tiers (non-exclusive on free)
Generous free tier with commercial rights
Advanced features at lower cost than rivals
Token costs can be unpredictable
Free tier images are public by default
Best for: Budget-conscious designers and agencies who need production-ready images without breaking the bank.
Black Forest Labs · bfl.ai
Pay-per-image · from $0.03
Rising
New
Ultra-fast image generation with superior text rendering and physics simulation using diffusion transformer architecture.
Platforms: Web, API
Privacy: Standard commercial terms
Commercial use: Yes, all purchases include commercial rights
Exceptional quality-to-speed ratio (fastest available)
Superior text and physics rendering
No free tier or trial credits
Pay-per-image only -- no subscription option
Best for: Professional designers and agencies who value production speed above all else.
Kaleido AI · remove.bg
Free (5/mo) / from $9/mo
One-click AI background removal delivering pixel-perfect cutouts in seconds for any image.
Platforms: Web, iOS, Android, macOS, Windows, API
Privacy: Online processing; enterprise option for privacy
Commercial use: Yes, on free and paid plans
Lightning-fast automatic background removal
Versatile API and bulk processing for workflows
Credit system limits heavy production use
Does one thing only -- background removal
Best for: E-commerce sellers, product photographers, and anyone who removes backgrounds regularly.
Krea · krea.ai
Free tier / Pro from $24/mo
Rising
Real-time AI image generation that updates as you type or sketch -- plus upscaling, video, and style transfer tools.
Platforms: Web
Privacy: Generations may be used to improve models; paid plans offer more privacy
Commercial use: Yes, on all tiers
Real-time generation feels magical and interactive
Excellent upscaler and image enhancer built in
Smaller community than Midjourney or Stable Diffusion
Some advanced features still in beta
Best for: Designers and creatives who want instant visual feedback as they iterate on ideas.
Runway ML · runwayml.com
Freemium · from $12/mo
Best in Class
All-in-one creative studio with Gen-4 text-to-video, image-to-video, editing, and 4K export.
Platforms: Web, macOS, Windows
Privacy: Inputs/outputs may train models; opt-out available
Commercial use: Yes, on paid plans ($12+)
Gen-4 quality with complete creative toolkit
Text-to-video, editing, and refinement in one place
Free tier has no commercial rights
Credits get expensive for longer videos
Best for: Filmmakers and content creators who want generation and editing in one platform.
OpenAI · openai.com
ChatGPT Plus $20/mo
New
OpenAI's text-to-video model producing photorealistic motion and synchronised dialogue up to 60 seconds.
Platforms: Web (via ChatGPT)
Privacy: Opt-out available on Plus/Pro tiers
Commercial use: Yes, on Plus/Pro subscriptions
Outstanding realism and motion quality
Synchronised dialogue and environmental sound
Very expensive per second of video
Plus subscription required for any access
Best for: Premium content creators with budgets for cinema-quality AI video.
Kuaishou · klingai.com
Freemium · from $7/mo
Rising
Chinese-developed video generator with native 4K output, character consistency, and multilingual lip-sync.
Platforms: Web, Mobile
Privacy: Regional privacy policies; standard terms
Commercial use: Yes, on paid plans
Native 4K output (up to 3 min at 1080p)
Exceptional character consistency
Regional availability restrictions
Pricing less transparent than competitors
Best for: International creators needing character-driven, multilingual video content.
Pika Labs · pika.art
Freemium · from $8/mo
Rising
Creative video generator with physics engine, automatic sound effects, and iterative editing via Discord.
Platforms: Web, Discord
Privacy: Content retained for service; non-exclusive licence
Commercial use: Yes, on Pro plan ($35+)
Physics-based interactions in generated video
Automatic sound effect generation
Unpredictable credit costs
Free tier heavily limited and watermarked
Best for: Social media creators experimenting with short, fun AI video clips.
Descript · descript.com
Freemium · from $24/mo
Best in Class
Ken's Pick
Edit video by editing a text transcript. AI-powered with Studio Sound, voice cloning, and screen recording.
Platforms: Web, macOS, Windows
Privacy: No production models use your data; opt-in research only
Commercial use: Yes, on all paid plans
Revolutionary: edit video by editing text
Integrated audio, video, and screen recording
Free plan includes watermark on exports
Multi-speaker projects have a learning curve
Best for: Podcasters and YouTubers who want the fastest way to edit audio and video.
ByteDance · capcut.com
Free desktop / Pro from $8/mo
Free
TikTok-optimised video editor with AI captions, effects, motion tracking, and 4K export -- free on desktop.
Platforms: Web, iOS, Android, macOS, Windows
Privacy: ByteDance data collection; no explicit training opt-out
Commercial use: Yes, Pro plan for full commercial rights
Free desktop version with no watermark
Social-first templates for TikTok, Reels, Shorts
ByteDance ownership raises privacy concerns
Limited professional colour and audio tools
Best for: Social media creators making short-form vertical video on a budget.
HeyGen · heygen.com
Freemium · from $29/mo
AI avatar video generator with 700+ customisable avatars, voice cloning, and dubbing in 175+ languages.
Platforms: Web, API
Privacy: Enterprise data not used for training; opt-out for others
Commercial use: Yes, on all paid plans
Massive avatar library (700+) with deep customisation
Unlimited dubbing included on paid tiers
Premium credits system adds budgeting complexity
Advanced Avatar features consume credits quickly
Best for: Marketing and L&D teams creating multilingual training and explainer videos.
Synthesia · synthesia.io
Freemium · from $18/mo
Best in Class
Enterprise AI video platform with 240+ avatars, 160+ languages, and the strongest privacy guarantee in its class.
Platforms: Web, API, PowerPoint integration
Privacy: Customer data NEVER used for AI training; physically separated
Commercial use: Yes, on all paid plans
Maximum privacy -- data never trains their models
PowerPoint to video conversion for rapid deployment
Studio Avatars cost extra ($1,000/year)
Some advanced features locked to Enterprise tier
Best for: Large enterprises with strict data governance who need scalable video production.
Invideo · invideo.io
Freemium · from $25/mo
Text-to-video platform using Sora and other models, with smart scripts and dubbing in 50+ languages.
Platforms: Web, API
Privacy: Uses multiple AI models; standard terms
Commercial use: Yes, watermark-free on paid plans
Multi-model access (Sora, VEO) in one platform
Automated creative decisions (500+ per video)
Free tier heavily watermarked
Per-video costs add up on paid plans
Best for: Agencies and marketers who need multi-model video generation with localisation.
Opus Productions · opus.pro
Freemium · from $15/mo
Rising
AI clipping tool that finds viral moments in long videos, adds smart captions, and scores virality potential.
Platforms: Web, API
Privacy: Uses data for service improvement
Commercial use: Yes, on all tiers
Virality score prediction for each clip
Multi-platform auto-resizing and captions
Designed for long-form input videos only
No offline editing capability
Best for: Podcasters and streamers who want to turn long content into viral short clips.
ElevenLabs Inc · elevenlabs.io
Freemium · from $5/mo
Best in Class
Ken's Pick
Industry-leading text-to-speech and voice cloning. Produces voices so natural they're indistinguishable from real recordings.
Platforms: Web, API
Privacy: Does not train on your voice data
Commercial use: Yes, on all paid tiers
Most realistic AI voices available
Voice cloning from short audio samples
Free tier limited to short clips
Raises obvious deepfake concerns
Best for: Narration, audiobooks, podcasts, and accessibility.
Suno Inc · suno.ai
Freemium · from $10/mo
Generates complete songs -- vocals, instruments, and production -- from a text description or lyrics.
Platforms: Web
Privacy: Standard terms; training on licensed content
Commercial use: Yes, on paid plans
Full songs with vocals in seconds, many genres
Fun and genuinely impressive output quality
Lyrics quality can be hit-or-miss
Copyright and ownership questions remain open
Best for: Fun, personal projects, background music, and creative experimentation.
Udio Systems · udio.com
Freemium · from $10/mo
Rising
AI music generator creating original tracks with vocals, lyrics, and extended editing controls.
Platforms: Web, iOS
Privacy: Trains on user-uploaded content by default
Commercial use: Yes, on Pro plan ($30/mo)
Full production pipeline with vocal generation
UMG licensing deal provides copyright clarity
Trains on your uploads by default
Mobile only on iOS -- no Android app
Best for: Music creators who want full AI production with clear commercial licensing.
Murf · murf.ai
Freemium · from $19/mo
AI voiceover generator with 120+ voices, 20+ languages, and emphasis controls for natural narration.
Platforms: Web, iOS, Android
Privacy: Does NOT train on user or business data
Commercial use: Yes, on Creator plan and above
Does not train on your data (privacy-first)
Fine-grained voice customisation controls
Higher pricing for business-tier features
Usage limited by hours per plan
Best for: Podcasters, YouTubers, and marketing teams needing commercial-safe voiceovers.
Speechify · speechify.com
Freemium · from $12/mo
Text-to-speech platform reading documents, articles, and web pages aloud in 200+ voices and 60+ languages.
Platforms: Web, iOS, Android, Chrome extension
Privacy: Cloud processing; opt-out available for training
Commercial use: Yes, with AI disclosure requirement
Extensive language support (60+ languages)
Integrates with major document and reading apps
Cloud processing raises privacy questions
Requires AI disclosure label for commercial use
Best for: Accessibility, document reading, and anyone who prefers listening to reading.
AIVA Labs · aiva.ai
Freemium · from €11/mo
AI classical composer generating 250+ musical styles with emotional expression for film, game, and advertising.
Platforms: Web, macOS, Windows, iOS, Android
Privacy: Trains on user-uploaded reference tracks
Commercial use: Yes, on Pro plan (full copyright)
Only legally recognised AI composer
250+ genre and style options
Free tier doesn't allow commercial use
Lower tiers: AIVA retains copyright
Best for: Film scoring, game audio, and advertisement music with a professional quality benchmark.
Adobe · podcast.adobe.com
Freemium · from $10/mo
New
Browser-based podcast toolkit with Enhance Speech noise removal, transcription, and Firefly-generated music.
Platforms: Web (Chrome recommended)
Privacy: Firefly audio is commercial-safe; no disclosed training
Commercial use: Yes, Firefly-generated audio is safe for commerce
All-in-browser -- no software to install
Firefly audio features are commercially safe
Best features require Chrome browser
Enhance Speech can occasionally sound robotic
Best for: Podcasters who want quick, browser-based recording and cleanup without professional tools.
Podcastle (rebranding to Async) · podcastle.ai
Freemium · from $15/mo
Rising
AI podcast creator with multi-track recording, voice cloning, transcription, and Magic Dust audio cleanup.
Platforms: Web, iOS, Android
Privacy: Privacy controls available; default retention unclear
Commercial use: Yes, on all paid tiers
Multi-track recording with per-speaker editing
Built-in voice cloning for consistent narration
Annual billing required for best pricing
Magic Dust cleanup quality varies
Best for: Podcasters doing remote interviews who want AI-powered editing and cleanup.
Anysphere · cursor.com
Freemium · from $20/mo
AI-native code editor built on VS Code. Understands your entire codebase and writes across multiple files at once.
Platforms: macOS, Windows, Linux
Privacy: Code sent to cloud for inference; privacy mode available
Commercial use: Yes, on all tiers
Understands whole-project context
The poster child for 'vibe coding'
Steep learning curve for non-developers
Free tier runs out quickly with heavy use
Best for: Developers who want AI deeply integrated into their code editor.
GitHub / Microsoft · github.com
Freemium · from $10/mo
Best in Class
Agentic
AI pair programmer with code completion, chat, and autonomous agent mode for executing multi-step tasks.
Platforms: VS Code, JetBrains, Visual Studio, Xcode, Neovim
Privacy: Business/Enterprise: no training; Free: opt-in
Commercial use: Yes, with IP indemnification on paid
Agent mode for autonomous task execution
IP indemnification protects paid users
Free tier allows data usage for training
Separate subscription from GitHub itself
Best for: Professional developers in teams who need reliable, enterprise-backed AI coding assistance.
Anthropic · claude.ai
Pro $20/mo / Max $100/mo
Agentic
Ken's Pick
Terminal-based AI coding agent with 200k+ token context, multi-file editing, and Cowork desktop control.
Platforms: macOS, Windows, Linux, Web
Privacy: Does not train on your code
Commercial use: Yes, on Pro/Max tiers
Massive context window for large codebases
Deep desktop and browser integration via Cowork
Compute-heavy tasks can be expensive
Terminal interface not for everyone
Best for: Developers tackling complex, multi-file projects who value deep context understanding.
Lovable · lovable.dev
Freemium · from $20/mo
Rising
Agentic
New
Describe what you want in plain English, and Lovable builds a working web application. Iterate by talking, not coding.
Platforms: Web
Privacy: Standard terms; cloud-based generation
Commercial use: Yes, you own deployed outputs
Genuinely usable apps from descriptions
Zero coding knowledge required
Complex apps still need developer polish
Limited control over underlying architecture
Best for: Non-developers who want to build and ship a real web app without writing code.
Replit · replit.com
Freemium · from $25/mo
Agentic
Cloud IDE with 50+ languages, real-time collaboration, and autonomous Replit Agent for coding tasks.
Platforms: Web (browser-based IDE)
Privacy: Commercial plans: no training on your code
Commercial use: Yes, Teams/Enterprise include deployment
Full browser-based environment -- nothing to install
Replit Agent with 200-minute autonomous runtime
Pricing escalates with heavy Agent usage
Limited offline capability
Best for: Teams and learners who want collaborative coding with autonomous AI assistance in the browser.
StackBlitz · bolt.new
Freemium · from $25/mo
Agentic
Rising
Full-stack AI web builder generating React/Next.js apps entirely in-browser with one-click Netlify deploy.
Platforms: Web (in-browser)
Privacy: Token-based; standard web app terms
Commercial use: Yes, deployed outputs are yours
Full-stack app in browser -- no local setup needed
One-click deployment to Netlify
Token consumption can be unpredictable
Large projects deplete credits quickly
Best for: Rapid prototyping of full-stack web apps without any local development environment.
Vercel · v0.dev
Freemium · from $20/mo
AI UI component generator with Vercel integration, GitHub import, and React/Next.js output.
Platforms: Web
Privacy: Enterprise: no training; Hobby: opt-out available
Commercial use: Yes, with human review recommended
Seamless Vercel deployment pipeline
Can import and build on existing GitHub repos
Token costs can be unpredictable
Narrow focus on Next.js/Vercel ecosystem
Best for: Next.js developers who want AI-generated UI components that deploy seamlessly to Vercel.
Codeium / OpenAI · windsurf.com
Freemium · from $15/mo
Agentic
Agentic IDE with Cascade multi-file agent, real-time codebase indexing, and SOC 2 Type II certification.
Platforms: macOS, Windows, Linux
Privacy: Does NOT train on private code; zero-data retention option
Commercial use: Yes, on all tiers
Cascade agent plans and executes multi-step coding
SOC 2 certified with zero data retention option
Desktop only -- no web or plugin version
OpenAI acquisition may shift product direction
Best for: Privacy-conscious developers who want agentic coding with enterprise-grade security.
Cognition Labs · devin.ai
Paid · from $20/mo
Agentic
Rising
First fully autonomous AI software engineer -- plans, writes code, debugs, tests, and deploys end-to-end.
Platforms: Web (cloud-based)
Privacy: Opt-in training; Enterprise: never trains
Commercial use: Yes, outputs are your IP
True autonomous end-to-end task execution
Enterprise-validated (Goldman Sachs adoption)
Expensive for compute-intensive tasks
Limited trial access for evaluation
Best for: Engineering teams who want to delegate entire development tasks to an autonomous AI agent.
Paul Gauthier · aider.chat
Free & open source (bring your API key)
Free
Open Source
Open-source AI pair programmer that works in your terminal -- edits files directly in your local repo with any LLM.
Platforms: macOS, Linux, Windows (terminal)
Privacy: Runs locally; your API key, your data
Commercial use: Yes, MIT licensed
Works with any LLM provider (OpenAI, Anthropic, local)
Edits files in place with git integration
Terminal-only -- no GUI for visual learners
Requires your own API key and costs
Best for: Developers who want an open-source, flexible AI coding assistant that works in their existing workflow.
Notion Labs · notion.so
Freemium · from $10/mo
Best in Class
Agentic
AI-powered workspace with notes, databases, wikis, and autonomous AI agents for task execution and organisation.
Platforms: Web, iOS, Android, macOS, Windows
Privacy: Does not train on user data; contractually bound
Commercial use: Yes, on Business and Enterprise plans
Multi-model AI selection (GPT, Claude, etc.)
Autonomous AI agents for task execution
Requires Business plan for advanced AI features
Higher cost for small teams
Best for: Teams who want AI woven into their existing docs, wikis, and project management.
Zapier · zapier.com
Freemium · from $20/mo
Best in Class
Connect 7,000+ apps with visual workflows and add AI steps without leaving the platform.
Platforms: Web, API
Privacy: Enterprise: no training; others can opt out
Commercial use: Yes, on all tiers
Largest app ecosystem (7,000+ integrations)
AI Copilot generates workflows from descriptions
Can become expensive at scale
Complex workflows have a learning curve
Best for: Businesses automating repetitive workflows across multiple SaaS tools.
Celonis · make.com
Freemium · from $9/mo
Visual automation platform connecting 3,000+ apps with granular flow control and data transformation.
Platforms: Web
Privacy: SOC 2 Type II; no training on Workspace data
Commercial use: Yes, on all tiers
Deep integrations with granular data control
Advanced branching and conditional logic
More expensive per execution than Zapier
Steeper learning curve for beginners
Best for: Enterprises needing complex, multi-step automations with fine-grained control.
Otter.ai · otter.ai
Freemium · from $8/mo
Real-time meeting transcription and summarisation with OtterPilot auto-joining and action item extraction.
Platforms: Web, iOS, Android
Privacy: Trains on de-identified transcripts by default
Commercial use: Yes, on Business plan and above
Excellent transcription accuracy
Auto-joins and transcribes meetings for you
Trains on your transcripts by default
Limited language support (English-focused)
Best for: Sales teams and professionals who need every meeting documented automatically.
Fireflies · fireflies.ai
Freemium · from $10/mo
AI meeting recorder with transcription, summaries, CRM integration, and support for 100+ languages.
Platforms: Web, Zoom/Teams/Meet integrations
Privacy: Zero data retention policy; never trains on your data
Commercial use: Yes, on all tiers
Zero data retention commitment (privacy-first)
100+ language support; Fortune 500 trusted
Limited free tier recording duration
Primarily useful for meetings only
Best for: Enterprise teams needing HIPAA-compliant meeting intelligence across many languages.
Reclaim · reclaim.ai
Freemium · from $8/mo
AI calendar assistant that blocks focus time, auto-schedules tasks, and protects your work-life balance.
Platforms: Web, Google Calendar, Outlook
Privacy: No generative AI training without consent
Commercial use: Yes, on all tiers
Saves an average of 7+ hours per week
Habit building and focus time protection
Requires calendar integration to work
Limited standalone value without connected calendar
Best for: Busy professionals drowning in meetings who need protected focus time.
Taskade · taskade.com
Freemium · from $8/mo
AI workspace combining project management, chat, video calls, and 100+ integrations with built-in agents.
Platforms: Web, Desktop, iOS, Android
Privacy: Contractually: partners don't train on your data
Commercial use: Yes, on all tiers
All-in-one replaces multiple separate tools
Affordable pricing with generous AI features
Smaller user base than established alternatives
Less polished interface than Notion
Best for: Distributed teams wanting an affordable, unified AI workspace for everything.
Manus (Monica.im) · manus.im
Freemium · from $20/mo
Agentic
Rising
Autonomous AI agent executing multi-step tasks across web, code, and data independently -- truly hands-off.
Platforms: Web, Mobile
Privacy: May use de-identified data; Chinese company data governance
Commercial use: Yes, on paid plans only
Truly autonomous multi-step execution
Multi-agent orchestration for complex tasks
Data governance concerns (Chinese company)
Requires paid plan for any commercial use
Best for: Power users who want an AI agent that can complete complex tasks entirely on its own.
Mem Labs · mem.ai
Free tier / from $15/mo
AI-powered note-taking app that self-organises your knowledge and surfaces the right context when you need it.
Platforms: Web, macOS, iOS
Privacy: Data encrypted; not used for model training
Commercial use: Yes, on all tiers
Automatic organisation -- no folders or tags needed
Smart search finds related notes you forgot about
Smaller ecosystem than Notion or Obsidian
Limited offline functionality
Best for: Knowledge workers who take lots of notes and want AI to connect the dots across them.
Gamma · gamma.app
Freemium · from $8/mo
Best in Class
Rising
AI content platform creating presentations, documents, websites, and social posts from a single interface.
Platforms: Web, Android
Privacy: Team+ plans: no training; GDPR & CCPA compliant
Commercial use: Yes, Pro+ with white-label on Business
Multi-format output (decks, docs, sites) from one tool
70M users; SOC 2 Type II certified
Free tier is very limited (400 credits)
Per-user pricing adds up for larger teams
Best for: Teams creating diverse visual content with centralised branding.
Beautiful.ai · beautiful.ai
Paid · from $12/mo
AI presentation maker with smart slides that automatically apply professional design and enforce brand consistency.
Platforms: Web, Slack, Salesforce, PowerPoint
Privacy: AI sub-processors barred from training on your data
Commercial use: Yes, on Pro+ tiers
Professional auto-design saves hours
SOC 2 enterprise security certification
No free tier available
Monthly billing significantly more expensive
Best for: Sales teams and enterprises who need on-brand presentations at scale, fast.
HubSpot · hubspot.com
Paid · from $800/mo (Marketing Pro)
Best in Class
All-in-one CRM with Breeze AI agents automating content creation, social posting, prospecting, and customer intelligence.
Platforms: Web, Mobile, Browser extension
Privacy: May train AI on customer data; opt-out via email
Commercial use: Yes, on Professional and Enterprise
Integrated CRM + AI automates 65% of tasks
Breeze Agents handle end-to-end marketing workflows
Very expensive for small businesses
Complex credit-based pricing system
Best for: Mid-market and enterprise marketing teams who want full-funnel AI automation.
Canva · canva.com
Freemium · from $13/mo
25+ AI tools for social media, presentations, print, and video with Content Planner for 8+ platforms.
Platforms: Web, iOS, Android
Privacy: May train on content; opt-out available
Commercial use: Yes, on all tiers (Pro for full library)
Massive template library for every use case
Easiest design tool for non-designers
AI-generated outputs are not exclusive
Limited advanced design controls vs Adobe
Best for: Small businesses and creators who need quick, professional marketing assets.
Lumen5 · lumen5.com
Freemium · from $29/mo
AI video creator that converts articles and blog posts into social-ready videos with stock media and voiceovers.
Platforms: Web
Privacy: GDPR compliance; limited training statement
Commercial use: Yes, on paid plans (free has watermark)
Article-to-video conversion is fast and easy
Massive stock media library included
Limited customisation compared to full editors
Free plan adds watermark to all exports
Best for: Content marketers repurposing blog posts into short-form social video.
Pictory · pictory.ai
Paid · from $19/mo
AI video generator creating marketing videos from scripts with text-based editing, voiceovers, and royalty-free media.
Platforms: Web
Privacy: GDPR compliant; ethical AI training
Commercial use: Yes, on all tiers with licensed stock
Text-based video editing workflow
Diverse royalty-free stock media library
Annual commitment needed for best pricing
Limited UI customisation options
Best for: Marketers and educators scaling video production from written content.
Napkin Inc · napkin.ai
Freemium · from $12/mo
Rising
New
Text-to-visual AI generating diagrams, flowcharts, infographics, and mind maps from text in 60+ languages.
Platforms: Web, iOS, Android, Browser extension
Privacy: Collects usage data; privacy policy for EU/UK/US
Commercial use: Yes, on all tiers
99% faster than manual visual creation
Real-time team collaboration on visuals
Credit-based system limits heavy use
Mobile apps have limited editing capability
Best for: Business storytellers turning text into visual presentations and technical diagrams.
Mapify · mapify.so
Freemium · from $10/mo
Rising
AI mind map generator converting PDFs, YouTube videos, and text into structured visual maps with built-in chat.
Platforms: Web, iOS, Android, Chrome extension
Privacy: Collects usage and interaction data
Commercial use: Yes, on all paid tiers
Converts diverse content types (PDF, video, audio)
Team collaboration with shared mind maps
Credits don't accumulate between months
Limited free tier (30 trial credits)
Best for: Students and professionals summarising complex content as visual mind maps.
Khan Academy · khanmigo.ai
Free for teachers / $4/mo for learners
Best in Class
Free
AI tutor using Socratic questioning to guide critical thinking without ever giving direct answers.
Platforms: Web, iOS, Android
Privacy: Does not train on student data; anonymises everything
Commercial use: No (educational use only)
Free for all teachers worldwide
Strong academic pedagogy (guides, doesn't give answers)
Limited to K-12 curricula
Requires subscription for full student access
Best for: Teachers needing AI lesson planning and students wanting guided, not spoon-fed, tutoring.
Duolingo · duolingo.com
Paid · $30/mo or $168/yr
Best in Class
AI-powered language learning with GPT-4 conversation practice, video calls with AI characters, and roleplaying.
Platforms: Web, iOS, Android
Privacy: Shares user data with AI vendors; opt-out for some tracking
Commercial use: No (personal use only)
Highly engaging gamified learning
AI video calls with character Lily (7 languages)
Not all features available in all regions
Audio data shared with third-party AI providers
Best for: Casual language learners who want AI conversation practice that feels like play.
Quizlet · quizlet.com
Freemium · from $8/mo
AI study assistant with Q-Chat tutor, Magic Notes, and auto-generated flashcards from your class materials.
Platforms: Web, iOS, Android
Privacy: May use aggregated data; ad tracking on free tier
Commercial use: No (educational use only)
Socratic questioning via Q-Chat AI tutor
Converts class notes into flashcards instantly
Stricter free tier limits than before
Ad-supported free version
Best for: Students preparing for exams who want AI-powered study tools.
Google · photomath.com
Freemium · from $10/mo
Point your camera at a maths problem and get step-by-step solutions with animated tutorials.
Platforms: iOS, Android
Privacy: Uses data for improvement; limited sharing
Commercial use: No (educational personal use only)
Covers 500+ textbooks with detailed solutions
Instant recognition and explanation
Mobile only -- no desktop version
Requires internet connection for explanations
Best for: Maths students who want to understand each step, not just get the answer.
Brainly · brainly.com
Freemium · from $3/mo
AI Q&A platform combining 50M+ community-verified answers with a 24/7 AI Tutor and personalised study plans.
Platforms: Web, iOS, Android
Privacy: Does not sell data; third-party ad tracking on free tier
Commercial use: No (educational use only)
Huge verified community (50M+ users)
24/7 AI Tutor availability
Inconsistent answer quality from community
Ads on free tier
Best for: Students who want the combination of human answers and AI tutoring.
Synthesis Inc · synthesis.com
Paid · from $8/mo ($99/yr)
Rising
Adaptive AI maths tutor for ages 5-11 with game-based engagement and real-time pace adjustment.
Platforms: iPad, Web (Chromebook/desktop)
Privacy: Limited third-party sharing; ad-free experience
Commercial use: No (personal educational use)
Highly personalised adaptive learning
Game-based engagement keeps young learners motivated
Limited to K-5 maths only
No free tier to try before buying
Best for: Young children (5-11) learning maths with an AI that adapts to their exact level.
Coursera · coursera.org
Freemium · from $59/mo (Coursera Plus)
Online learning platform with 7,000+ courses including Google AI Certificate with Gemini and NotebookLM access.
Platforms: Web, iOS, Android
Privacy: Collects learning data; may use for research
Commercial use: Yes, with certificate restrictions
Comprehensive AI curriculum from top universities
Industry-recognised certificates (Google, Meta, IBM)
Expensive without promotional discounts
Course quality varies significantly by instructor
Best for: Career-focused learners pursuing AI skills and professional certifications.
Google · google.com
Free (via Google Lens)
Free
Homework help via Google Lens -- snap a question and get visual explanations. Integrated from the former standalone app.
Platforms: Web, iOS, Android
Privacy: Integrated into Google Lens; Google privacy policies apply
Commercial use: No
Completely free with no login needed
Works across maths, science, history, and more
Standalone app discontinued; folded into Lens
Explanations can occasionally be incorrect
Best for: Quick homework help for students who just want to snap and understand.
Brave Software · brave.com
Freemium · Leo Premium $15/mo
Best in Class
Privacy-first AI built into Brave Browser with Claude, Mixtral, and Llama models -- zero data retention.
Platforms: Desktop (Win/Mac/Linux), iOS, Android
Privacy: Zero data retention; conversations never stored or used for training
Commercial use: Yes, personal and business use
True zero data retention (privacy gold standard)
Multiple model choice (Claude, Mixtral, Llama)
Only available within Brave browser
Limited free tier usage per day
Best for: Privacy-conscious users who want AI assistance without any data being stored.
Opera · opera.com
Free (unlimited)
Free
Free, unlimited AI assistant in Opera Browser with real-time web search, image generation, and tab awareness.
Platforms: Web, macOS, Windows, iOS, Android
Privacy: Free features with optional account; standard tracking
Commercial use: Yes, personal use; commercial unclear
Completely free and unlimited -- no subscription
Real-time web search built into the browser
Image generation has daily limits
Less capable than dedicated AI tools
Best for: Users who want free, unlimited browser AI without paying for anything.
The Browser Company · arc.net
Free
Innovative browser with vertical tabs, Spaces, and AI Boosts -- now in maintenance mode as team builds Dia.
Platforms: macOS
Privacy: Privacy-focused; does not sell data
Commercial use: Yes, no restrictions stated
Unique spatial tab organisation (Spaces)
AI Boosts for customising any website
macOS only -- no Windows, Linux, or mobile
In maintenance mode (no new features)
Best for: macOS users who want a radically different browsing experience (while it lasts).
SigmaOS · sigmaos.com
Freemium · from $20/mo
Rising
macOS AI browser with Airis assistant, smart workspaces, and both WebKit security and Chrome extension support.
Platforms: macOS
Privacy: WebKit engine with Intelligent Tracking Protection
Commercial use: Yes, personal and pro use
Unique workspace-based browsing organisation
WebKit security with Chrome extension compatibility
macOS only -- no other platforms yet
Full AI features require paid subscription
Best for: macOS power users who want workspace-organised browsing with built-in AI.
D-ID Ltd · d-id.com
Paid · from $6/mo
Rising
Creates lifelike talking avatar videos from a single image and script in 120+ languages using deep learning.
Platforms: Web, iOS, Android
Privacy: Collects usage data; minimise personal data input
Commercial use: Yes, on Pro+ plans
Photorealistic avatar generation from one photo
120+ language support for global reach
Expensive for heavy video production
Limited free trial (14 days only)
Best for: Businesses creating AI avatars for sales, training, and customer engagement at scale.
Character Technologies · character.ai
Freemium · c.ai+ $10/mo
Free
Roleplay platform with millions of community-created AI characters, group chats, and image generation.
Platforms: Web, iOS, Android
Privacy: Broad IP licence to platform; regional privacy varies
Commercial use: Limited (platform retains sublicensable rights)
Massive character library (millions of options)
Group chat with multiple AI characters
Ads on free tier
Platform retains broad commercial rights to your content
Best for: Creative users who want immersive AI roleplay and character interaction.
Luka Inc · replika.com
Freemium · from $20/mo
AI companion chatbot with customisable 3D avatar, voice calls, memory, diary, and AR/VR experiences.
Platforms: Web, iOS, Android, Meta Quest VR
Privacy: GDPR fined €5M; privacy concerns around data handling
Commercial use: No (personal companion use only)
VR/AR integration unique in the space
Deep personalisation and memory features
Serious regulatory issues (Italy ban, GDPR fine)
Dependency-fostering design has been criticised
Best for: Users seeking an AI companion -- but approach with caution regarding privacy and dependency.
Liner Inc · liner.com
Freemium · from $15/mo
Web copilot for highlighting, summarising, and asking questions about articles, PDFs, and YouTube videos.
Platforms: Web, Chrome/Edge/Firefox ext, iOS, Android
Privacy: Browser extension accesses tabs; standard encryption
Commercial use: Yes, on paid tiers
Works across web pages, PDFs, and YouTube
Expert Mode for complex research queries
Browser extension needs broad tab access (privacy)
Limited features on free tier
Best for: Researchers and knowledge workers who want AI assistance while browsing.
Caktus AI · caktus.ai
Paid · from $6/mo
AI homework assistant with essay writer using real academic citations, maths solver, and coding help in 10+ languages.
Platforms: Web, Chrome extension
Privacy: Academic use; does not sell data
Commercial use: No (educational use only)
25+ tools in one platform
Real academic citations (unlike most competitors)
Raises academic integrity concerns at universities
No free tier available
Best for: Students seeking homework support -- use responsibly with instructor awareness.
Perplexity AI · perplexity.ai
Included in Pro $20/mo
Agentic
New
Create shareable, citation-rich research documents with AI -- pulling from web sources with inline references.
Platforms: Web
Privacy: Search queries collected; privacy varies by plan
Commercial use: Yes, on all plans
Collaborative research publishing with citations
Seamless integration with Perplexity search
Requires Pro subscription to use
Niche use case -- not a general document tool
Best for: Researchers and analysts who want to publish well-sourced research documents quickly.
Mem Inc · mem.ai
Freemium · from $10/mo
AI-powered second brain with automatic note categorisation, semantic search, and knowledge linking.
Platforms: Web, iOS, Android, Browser extensions
Privacy: SOC 2 Type II; no AI training on your data
Commercial use: Yes, on Pro tier
Excellent contextual search finds what you need
Privacy-first with SOC 2 certification
Smaller ecosystem than Notion
Limited adoption and integrations
Best for: Individual knowledge workers who want an AI that organises their notes automatically.
Whimsical · whimsical.com
Freemium · from $10/mo
AI-powered visual workspace for flowcharts, wireframes, mind maps, and documents with instant AI generation.
Platforms: Web
Privacy: Does not train on user content
Commercial use: Yes, on paid plans
Beautiful, clean design interface
AI generates diagrams and wireframes from text
Web only -- no desktop or mobile apps
Limited free tier
Best for: Product teams and designers who want beautiful visual thinking tools with AI assistance.