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.

Search products, capabilities, and workflowsBrowse the index ↓
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.

AD
Catalog evaluation

AI consulting

Adaptiv

Adaptiv is an independent AI product studio that designs experiences, engineers applications, and develops open-source and small language models. It works with teams launching context-aware products in education, culture, and finance, including AI video systems and lifecycle operations.

AI product developmentSmall language modelsAI videoEdTechFinTech
Review
AD
Catalog evaluation

AI agents

Adept

Adept's public website currently serves an archived blog rather than a customer product page. In its latest company update, Adept said it would focus on solutions enabling agentic AI, while Amazon licensed certain Adept technologies and several co-founders joined Amazon's AGI organization.

Workflow automationWeb interactionsMultimodal modelsAgentic AI
Review
AI
Catalog evaluation

Music generators

AIVA

AIVA is an AI music generation assistant for creating songs in more than 250 styles. Users can create custom style models from audio or MIDI influences, edit generated tracks, and download compositions in formats that vary by plan and licensing tier.

Music compositionMIDIAudio editingCustom style modelsCommercial licensing
Review
AA
Catalog evaluation

Image generators

Alter AI

Alter AI creates professional headshots from uploaded selfies. Customers select a headshot bundle, provide photos of one person, and receive generated images for uses such as LinkedIn profiles, job applications, websites, and social-media accounts.

AI headshotsProfile photosLinkedInJob applicationsCommercial license
Review
AP
Catalog evaluation

Image generators

Amazing Photos

Amazing Photos is an open-source AI image generation project for training personalized models from uploaded photos and creating custom images with prompts. Its codebase includes cloud integrations for model training and image generation, and can also be run locally by developers.

Personalized modelsCustom image generationFluxOpen source
Review
AA
Catalog evaluation

Image generators

Anime AI

Anime AI is a free, no-sign-up image generator for converting portraits and selfies into anime-style avatars. It uses Stable Diffusion with custom models and also provides guidance for creating original anime characters and scenes from text prompts.

Photo to animeAnime avatarsStable DiffusionText to image
Review
BA
Catalog evaluation

Document processing

Base64.ai

Base64.ai processes documents, images, and multimedia to identify document types and return extracted data as labeled JSON. Its platform supports pre-trained and custom models, API and no-code integrations, document workflows, verification features, and cloud, on-premises, or air-gapped deployment options.

Document intelligenceData extractionOCRAPINo-code integrations
Review
BA
Catalog evaluation

Machine learning platforms

Baseten

Baseten is a training and inference platform for teams serving AI models in production. It deploys open-source, custom, and fine-tuned models as scalable API endpoints, and also provides pre-optimized Model APIs, managed cloud infrastructure, self-hosted options, model training, and engineering support.

Model servingInference APIsAutoscalingGPU infrastructureModel training
Review
BF
Catalog evaluation

Image generators

Black Forest Labs

Black Forest Labs develops the FLUX family of image generation and editing models. Customers can experiment in a browser playground, integrate models through a production API, or run selected open-weight models on their own infrastructure.

Text-to-imageImage editingAPIOpen weightsFLUX
Review
BO
Catalog evaluation

Image generators

BoostPixels

BoostPixels is a credit-based image generator offering text-to-image, image-to-image, face remix, brand-color, and optical-illusion modes. Users can also train a model from a photo to produce personalized visuals using its customized Stable Diffusion pipeline.

Text-to-image generationImage-to-image generationFine-tuned modelsOptical illusionsBrand visuals
Review
BA
Catalog evaluation

No-code development

Brancher.ai

Brancher.ai is a no-code platform for connecting generative AI models into custom apps. Users can begin with ready-made templates or build their own app workflows without programming, then use the platform's model connections to create and test AI-powered experiences.

AI AppsNo-codeModel IntegrationApp Templates
Review
CO
Catalog evaluation

App builders

Codev

Codev is an AI app builder that turns a natural-language idea into a full-stack Next.js web application. Users can select from supported AI models, customize generated code, connect a custom domain, download source code, and use GitHub integration on eligible plans.

Text to appNext.jsSupabaseCustom domainsGitHub
Review
CO
Catalog evaluation

AI infrastructure

Cohere

Cohere provides enterprise AI products including generative models, retrieval models, speech-to-text, and the North AI workplace. Organizations can deploy models in a virtual private cloud, on premises, or through Cohere's managed Model Vault, with options for customization using proprietary data.

LLM APIPrivate deploymentAI agentsSemantic searchSpeech-to-text
Review
CR
Catalog evaluation

Research tools

Cradle

Cradle is an AI-assisted protein engineering platform for biopharma and industrial biotechnology teams. It uses experimental data to generate protein candidates, optimize multiple properties, and support iterative lab-design workflows while keeping customer sequence data and trained models isolated.

Protein engineeringGenerative biologyExperimental dataDrug discoveryIndustrial biotechnology
Review
DA
Catalog evaluation

Product photography

Deep Agency

Deep Agency is a closed-beta virtual photo studio for producing professional images with synthetic models. Its current homepage states that the previous version of the product has moved to PhotoShed, while Deep Agency is being redefined as a new product.

Virtual modelsSynthetic photographyPhoto studio
Review
DI
Catalog evaluation

Image generators

DiffusionBee

DiffusionBee is a desktop toolbox for running Stable Diffusion image tools locally. It supports text-to-image, image-to-image, generative fill, upscaling, control images, video tools, and custom model training while keeping prompts, models, and generated images on the user’s device.

Local generationStable DiffusionGenerative fillImage-to-imageModel training
Review
DA
Catalog evaluation

Image generation

DoImage.ai

DoImage.ai lets users train a personal image model from their photos, then generate portraits and other custom visuals in different styles and settings. It also provides GPT-powered prompt help, a semantic-searchable image library, social sharing, and high-resolution downloads.

Personal AI modelsHeadshotsStyle promptsImage libraryHigh-resolution downloads
Review
DA
Catalog evaluation

AI model training

dreamlook.ai

dreamlook.ai lets users fine-tune custom Stable Diffusion models from training images, then generate images through its web app or API. It supports SD1.5 and SDXL, exports full model checkpoints or LoRA files, and offers plans that expand training, storage, and concurrency limits.

Stable DiffusionSDXLFine-tuningDreamBoothLoRA
Review
DU
Catalog evaluation

AI assistants

Dust

Dust is an enterprise AI platform for creating secure, customizable agents that use company data and leading language models. Teams can query connected knowledge, build specialized agents, and use them in shared conversations or through the developer platform.

Custom AI agentsEnterprise searchSlackGoogle DriveAPI
Review
EA
Catalog evaluation

Developer tools

Evidently AI

Evidently AI is an open-source framework for evaluating, testing, and monitoring LLM applications, RAG systems, AI agents, and predictive machine-learning models. Teams can use built-in or custom metrics, generate test cases, run evaluations locally or in the cloud, and track quality over time.

LLM evaluationML monitoringData driftRAG evaluationOpen source
Review
EA
Catalog evaluation

Image generators

exactly.ai

exactly.ai is the current platform operated by Durer AI Limited, the company behind Durer.ai image-generation algorithms. It lets artists and brands train private style models from their original work, generate images with prompts, use curated artist styles, and license selected images for commercial use.

Custom AI modelsStyle transferBrand assetsImage licensingVector export
Review
FA
Catalog evaluation

Customer data platforms

Faraday

Faraday enriches customer and lead records with U.S. consumer context, and can build predictive models from first-party data. Teams can deliver selected attributes and propensity scores to their stack through an API, MCP, file append, or integrations.

Customer data enrichmentPredictive analyticsLead scoringAPIMCP
Review
FE
Catalog evaluation

Design tools

Fermat

Fermat is an AI design toolbox for retail and CPG teams. It helps designers create and refine visual concepts from sketches, materials, moodboards, and graphics, then apply those concepts to products, apparel, packaging, interiors, and other design contexts.

Sketch renderingFashion designProduct mockupsCustom modelsMaterial visualization
Review
FA
Catalog evaluation

Image generation

Flair.ai

Flair.ai is a content-creation platform for branded product imagery, fashion visuals, ads, and short videos. Teams can create custom product, human, or aesthetic models, generate content from prompts and templates, and refine assets with image-editing tools.

Product photographyOn-model imageryImage editingVideo generationBrand assets
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.

Keep the comparison honest

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

Evaluating a product for a live workflow?

Bring the decision to our engineers