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
B1
Catalog evaluation

Website builders

B12

B12 is an AI website builder for creating custom websites, stores, and web apps from a description. It provides conversational and visual editing, with paid plans adding custom domains, backends, commerce, integrations, analytics, and client-engagement tools for managing contacts and payments.

AI website builderNo-code developmentWeb appsEcommerceClient management
Review
CA
Catalog evaluation

Enterprise AI platforms

C3 AI

C3 AI provides enterprise software for developing, deploying, and operating AI at scale. Its product portfolio includes an agentic AI platform, application development tools, generative AI grounded in proprietary data, and production-ready applications for operational use cases across major industries.

Data IntegrationAgentic AIGenerative AIPredictive MaintenanceProduction Optimization
Review
DE
Catalog evaluation

AI development platforms

deepset

deepset provides the Haystack Enterprise Platform and the open-source Haystack framework for building AI agents and retrieval-augmented generation applications. It supports configurable models, data pipelines, deployment choices, testing, monitoring, and governance for production environments.

HaystackAgent orchestrationRAGSelf-hosted deploymentAI governance
Review
FO
Catalog evaluation

AI development platforms

Forefront

Forefront is a beta platform for running, fine-tuning, evaluating, and exporting open-source text-generation models. It provides datasets, serverless inference endpoints, a Playground, and APIs for developers who want to customize models with their own data and retain model ownership.

Open-source modelsText generationFine-tuningModel deploymentHugging Face
Review
GA
Catalog evaluation

AI development platforms

Gooey.AI

Gooey.AI is a low-code orchestration platform for creating, testing, and deploying collaborative AI workflows. Teams can combine prompts, knowledge files, code, and evaluations, run models from multiple providers, and deploy agents to web, WhatsApp, voice, SMS, Slack, and Facebook.

Low-code workflowsAI agentsMultilingual supportWhatsAppAPI
Review
IN
Catalog evaluation

Chatbot builders

IngestAI

IngestAI is a no-code platform for building AI applications, contextual chatbots, and semantic search from uploaded knowledge bases. Users can work with prompt templates and vector storage, then deploy web chat or connect their apps to messaging platforms and APIs.

Knowledge base chatbotsVector searchPrompt engineeringMessaging integrationsAPI
Review
IN
Catalog evaluation

No-code development

InteraxAI

InteraxAI, now owned by Pickaxe, lets users create configurable AI widgets without code and embed them on websites, blogs, or platforms. Its widgets support chat, text and code completion, and image generation, with styling, rate limits, analytics, document uploads, and optional Stripe monetization.

Embeddable widgetsCustom chatbotsImage generationWhite labelingStripe monetization
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
PI
Catalog evaluation

No-code platforms

Pickaxe

Pickaxe is a no-code platform for creating custom AI agents and deploying them through portals, embeds, links, Slack, WhatsApp, and APIs. Builders can connect actions and knowledge sources, control user access, white-label experiences, and charge for subscriptions, one-time purchases, or usage.

AI agentsAI chatbotsWorkflow automationNo-code developmentAgent monetization
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
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

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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