AI tool intelligence

Find the right AI products for the work.

Our live catalog contains 2,444 researched AI products. Each record keeps current product positioning, fit, limitations, pricing signals, and official destinations together for a clearer decision.

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2,444AI products in the catalog
DatedAvailability and evidence checks
IndependentFit, limitations, and alternatives

Public AI tool catalog

Search this public selection by the work you need to improve.

Search the complete catalog by product, capability, workflow, category, or tag. Every result opens a profile built from the same live record.

AM
Catalog evaluation

Music generators

AI Music Maker

AI Music Maker is a web platform for generating songs, beats, and lyrics from prompts or short vocal uploads. It also includes music extension, vocal removal, stem splitting, voice cloning, and album-cover tools, with downloads available in MP3, WAV, and multi-track stems.

Text to MusicLyrics GenerationVocal RemovalStem SplittingVoice Cloning
Review
AB
Catalog evaluation

APIs

API.box

API.box provides developer APIs for generating music from text and handling related audio workflows. Its API collection includes music and lyric generation, music extension, vocal separation, WAV conversion, timestamped lyrics, and music video generation.

Music generationLyrics generationAudio processingMusic videoWebhooks
Review
AU
Catalog evaluation

Audio editing tools

AudioStrip

AudioStrip is a web-based audio processing tool for isolating vocals and instrumentals from songs. It also provides speech noise removal, batch isolation, AI mastering, and key and BPM detection, with a free plan and a higher-capacity Premium plan.

Vocal isolationStem separationNoise removalAudio masteringBatch processing
Review
BA
Catalog evaluation

Music generators

Beatoven.ai

Beatoven.ai generates customizable background music and sound effects for videos, podcasts, games, and other projects. Its maestro model accepts prompts to create audio, while the platform provides MP3 or WAV downloads and a license for using downloaded tracks with audiovisual content.

Background musicSound effectsRoyalty-free musicText-to-musicMusic generation API
Review
CA
Catalog evaluation

Audio generators

CassetteAI

CassetteAI provides generative audio models for music and sound effects through a metered API and live playground. Developers can prompt its models to create stereo WAV music tracks or short, loopable sound effects for games, creator applications, and real-time audio workflows.

Music GenerationSound EffectsAudio APIEdge InferenceJavaScript
Review
DE
Catalog evaluation

Audio tools

DeepWave

DeepWave is an AI sound-processing platform with products for removing noise from audio and producing meeting transcripts and summaries. Its Noise Eraser and Meeting Ink tools serve individual users, teams, and organizations that need to process recorded sound or meetings.

Noise removalMeeting transcriptionMeeting summariesAudio processing
Review
DR
Catalog evaluation

Image generators

Dreamwave

Dreamwave generates professional AI headshots from uploaded photos for individuals, companies, and events. Teams can standardize employee portraits and connect supported HRIS systems, while event organizers can offer branded AI photobooths. Users can also edit outfits, backgrounds, and image details with prompts.

AI HeadshotsProfessional portraitsTeam headshotsEvent photoboothsHRIS integrations
Review
SH
Catalog evaluation

Email assistants

Shortwave

Shortwave is an AI email client for Gmail that helps users organize, search, draft, and schedule from their inbox. Its AI assistant connects with workplace tools and supports shared threads, comments, assignments, and searchable team email context.

GmailEmail automationAI searchCalendarTeam inboxes
Review
SO
Catalog evaluation

Audio editors

songmastr

songmastr is an online automated mastering service for WAV and MP3 songs. Upload a finished mix and a reference track, then download a processed version designed to match the reference's loudness, frequency response, peak amplitude, and stereo width.

Audio masteringReference tracksWAVMP3
Review
WA
Catalog evaluation

Meeting assistants

Wave

Wave is a cross-platform AI note-taking and recording app for meetings, phone calls, lectures, and other conversations. It records audio, creates transcripts and summaries, identifies speakers, supports 76 languages, and lets users search, share, import, or access recording data through its API.

Meeting recordingSpeech to textAI summariesZoomGoogle Meet
Review
WA
Catalog evaluation

Employee wellness

Wave AI

Wave AI has joined Alan. The former Wave.ai domain now redirects to Alan's official acquisition page, which describes the acquisition as combining Wave.ai's AI-enhanced professional coaching with Alan's health services for workplace well-being and career development.

Professional coachingWorkplace wellbeingCareer development
Review
VA
Discontinued record

AI tools

Voxwave AI

The former Voxwave AI domain is currently a domain-for-sale page and does not provide an active product, pricing, or support information.

WA
Discontinued record

Productivity

Waverly

Waverly's submitted official domain is currently unreachable, so its current availability, product capabilities, pricing, ownership, and support details cannot be verified.

WA
Discontinued record

Music production

WavTool

WavTool has taken its product offline. The team says its mission is AI-accelerated music production and that it plans future announcements, while inviting feedback and ideas by email.

AI music productionMusic creation
Review

How the index works

A catalog built for decisions, not rankings.

Commercial relationships can fund the research. They never change product status, fit, limitations, evidence, or the alternatives we show.

Verify what exists

We check availability, product direction, pricing signals, and when the supporting evidence was last reviewed.

Evaluate operational fit

We assess the work it supports, integration requirements, ownership, risk, and where human judgment remains necessary.

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Commercial relationships are disclosed, while credible limitations and alternatives stay visible.

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