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.

AA
Catalog evaluation

Learning platforms

Ahura AI

Ahura AI provides Credential Studio for converting videos into structured learning, assessments, and portable credentials. It also offers Ahura Workforce in early access for organizations that need adaptive learning pathways and visibility into employee skill development.

Digital credentialsVideo learningSkills assessmentOpen BadgesWorkforce development
Review
BA
Catalog evaluation

Educational apps

Buddy.ai

Buddy.ai is a voice-based learning app for children that combines interactive games and lessons with speech recognition. Its curriculum covers early learning skills, including language, literacy, math, listening comprehension, creativity, and social development, with personalized learning plans for each child.

Voice LearningEarly LearningEducational GamesSpeech RecognitionEnglish Learning
Review
DA
Catalog evaluation

Data generation

Datagen

Datagen provides a self-service platform for generating photorealistic, high-variance synthetic visual data. Computer vision teams can control dataset characteristics at a granular level and create synthetic data for applications including vehicle safety, robotics, IoT security, fitness, and AR or VR.

Synthetic dataComputer visionPhotorealistic images3D modeling
Review
EL
Catalog evaluation

Video generators

Elai

Elai is a browser-based video generator for creating training, educational, sales, and explainer videos with digital presenters. Teams can start from text, a URL, or a PowerPoint file, then customize the video with avatars, voices, templates, translations, and interactive elements.

AI avatarsText to videoVideo localizationPPTX to videoVideo API
Review
IN
Catalog evaluation

Professional development

Interflexion

Interflexion is an AI-powered role-play platform for developing leadership and interpersonal skills through guided practice and personalized feedback. Professionals can work through microlearning scenarios, interact by voice, video, or text, review behavioral insights, and track skill development over time.

Role-playingLeadership developmentInterpersonal skillsPersonalized feedbackMobile learning
Review
LI
Catalog evaluation

No-code development

Liner

Liner is a desktop tool for training machine learning models from labeled data without writing code. It supports image, text, audio, video, object-detection, segmentation, and pose-classification projects, then exports trained models for integration with applications and supported edge platforms.

No-code machine learningLocal trainingImage classificationObject detectionEdge deployment
Review
SA
Catalog evaluation

Data labeling

Scale AI

Scale AI provides training data, model evaluations, and full-stack AI systems for enterprises, governments, and model developers. Its products support data annotation and management, generative AI application development, red-teaming, benchmarking, and the deployment of AI systems with human review.

Data annotationHuman-in-the-loopRLHFModel evaluationGenerative AI
Review
SE
Catalog evaluation

AI consulting

Semafind

Semafind is an independent research and development consultancy that helps organizations apply AI, machine learning, and data science to business problems. Its work spans ideation, functional prototyping, and integration, with specialist offerings in semantic search, vector search, RAG, and knowledge management.

Natural language processingSemantic searchVector searchRAGCustom development
Review
SM
Catalog evaluation

AI consulting

Smarty

Smarty provides businesses with an embedded Chief of AI and a senior delivery team to identify, build, and maintain custom AI systems. The service focuses on workflow automation, autonomous agents, company knowledge systems, and production software that customers own in their own accounts and repositories.

Chief of AIWorkflow automationAutonomous agentsCompany knowledge baseCustom software development
Review
SU
Catalog evaluation

Data labeling

SuperAnnotate

SuperAnnotate is a data platform for creating, curating, annotating, and evaluating multimodal training data. It combines customizable annotation workflows, quality review, managed expert talent, and integrations to support AI model training, fine-tuning, reinforcement learning, RAG evaluation, and agent development.

Multimodal dataRLHFFine-tuningRAG evaluationHuman-in-the-loop
Review
UN
Catalog evaluation

Learning management systems

Unschooler

Unschooler is a SaaS platform for creating, hosting, and managing white-label learning academies. It generates interactive courses from organizational expertise and uploaded files, adds AI learning assistants, quizzes, and assignments, and provides skills analysis and progress metrics for workforce development.

AI coursesSkills assessmentsWhite-label academyTraining analyticsStripe payments
Review
VU
Catalog evaluation

Education platforms

VFitter University

VFitter University is a career-focused education platform that teaches in-demand skills, connects learners with hiring companies, and presents employment-focused programs. The current website positions the service around practical training and launching a career rather than the legacy fitness-oriented product.

Job trainingCareer developmentEmployment matchingOnline learning
Review
WA
Catalog evaluation

AI consulting

Width.ai

Width.ai is an AI and machine learning consulting company that builds generative AI implementations through strategy and software development. Its services cover proof-of-concept builds and production systems, including GPT development, natural language processing, computer vision, inventory automation, and social media analytics.

Generative AINatural Language ProcessingComputer VisionCustom DevelopmentProof of Concept
Review
YO
Catalog evaluation

Communication coaching

Yoodli

Yoodli is a communication coaching platform that uses AI roleplays and feedback to help individuals and teams practise interviews, pitches, sales conversations, and public speaking. Business plans add custom scenarios, analytics, and enterprise controls for structured training programs.

AI roleplaySales coachingInterview preparationPublic speakingTeam analytics
Review
CA
Discontinued record

No-code development

Codenull.ai

Codenull.ai is a no-code AI platform presented as an early-access service for creating custom models from historical data. Its landing page describes a workflow for preparing data, training a model in one step, and using personalized models for recommendations, fraud detection, forecasting, and related business use cases.

No-codeModel trainingRecommendation systemsFraud detectionForecasting
Review
LO
Discontinued record

Machine learning

Lobe

Lobe was a free desktop tool for training and exporting machine learning models on Mac and PC. The official Lobe GitHub organization states that the desktop application is no longer under development, while its repositories remain available as historical resources.

Model trainingModel exportDesktop app
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.

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