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.

AI
Catalog evaluation

Data labeling

AIMMO

AIMMO provides enterprise services and software for collecting, curating, labeling, synthesizing, and evaluating AI training data. Its AIMMO Enterprise platform supports collaborative management of unstructured image, LiDAR, video, and text data, while AIMMO Core provides tailored data and Vision AI solutions.

Data CurationSynthetic DataAutonomous DrivingLiDAR AnnotationMLOps
Review
AU
Catalog evaluation

Manufacturing software

Augmentir

Augmentir is a connected worker platform for manufacturing and service teams. It combines digital work instructions, skills management, remote collaboration, industrial AR, and AI-powered insights to support frontline operations, training, maintenance, safety, and quality workflows.

Connected workersDigital work instructionsSkills managementIndustrial ARRemote collaboration
Review
CO
Catalog evaluation

Course creators

Coursebox

Coursebox is an AI course creator and learning management system for educators, creators, and training teams. It generates course drafts from prompts or source materials, then lets teams edit, deliver, track, sell, or export courses for their learners.

AI course creationDocument-to-courseCourse assessmentsSCORMTraining videos
Review
CA
Catalog evaluation

Learning management systems

Coursebox AI LMS

Coursebox AI LMS helps organizations create interactive training courses with AI, host them in a branded learning platform, and track learner progress. Teams can also export courses through SCORM or LTI for use in an existing learning management system.

AI course creationWhite-label LMSSCORMCourse analyticsTraining delivery
Review
EM
Catalog evaluation

Resource management

EmployPlan

EmployPlan is a resource-management platform for building and staffing service projects around employees’ skills, experience, availability, and cost fit. It also identifies skill gaps, recommends training or mentoring, and connects staffing plans with professional-services and time-tracking workflows.

Project staffingSkills matchingProfessional servicesTraining managementJira
Review
ER
Catalog evaluation

Learning management systems

Ervy

Ervy turns company documents into short lessons, quizzes, and explanations, then delivers the training through Microsoft Teams. It is built for organizations that need accessible compliance, cybersecurity, onboarding, or leadership training, with gamification, completion tracking, analytics, and an AI Teacher grounded in course content.

Microsoft TeamsAI course creationCompliance trainingGamificationTraining analytics
Review
MA
Catalog evaluation

AI assistants

MindBank AI

MindBank AI creates shareable personal and organizational digital twins trained on a person's voice, knowledge, personality, documents, conversations, and media. These assistants can answer questions, support teams and students, preserve institutional knowledge, and be shared freely or behind a paywall.

Digital TwinsKnowledge SharingVoice CloningExpert TrainingAccess Controls
Review
MO
Catalog evaluation

Chatbots

Mottle

Mottle lets businesses create custom website chatbots from uploaded documents and other business information. Users can configure a bot, test its answers, inspect the source snippets behind responses, then embed it on a website or connect it through the API and supported integrations.

Website ChatbotsKnowledge BaseZapierAPIMultilingual Support
Review
PA
Catalog evaluation

Knowledge management

Personal AI

Personal AI is an AI memory platform for building personas trained on proprietary data. It provides persistent memory through Memory Core, a no-code Persona Studio, an end-user assistant, integrations for cloud and email data, and APIs for creating and managing memories programmatically.

AI memoryAI personasPersistent contextData integrationsAPI
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
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
VI
Catalog evaluation

Knowledge management

Visus

Visus lets individuals and teams build a custom conversational AI from their documents and existing knowledge sources. Users upload or connect knowledge, configure the assistant, and ask natural-language questions to receive answers based on the training material.

Document searchCustom AI assistantsKnowledge basesGoogle DriveConfluence
Review
WA
Catalog evaluation

AI agents

Wand

Wand provides enterprise infrastructure for creating, managing, and scaling AI agents alongside human teams. Its Wand OS covers workforce governance, human-agent collaboration, process automation, agent training, and oversight across systems, tools, and departments.

Agent managementWorkflow automationHuman-agent collaborationEnterprise governanceOn-premise deployment
Review
ZU
Catalog evaluation

Legal technology

Zuva

Zuva provides AI-assisted legal diligence and bidder-question management for sell-side M&A, alongside self-serve tools and a REST API for contract data extraction. It supports pre-built legal fields, document classification, and custom field training for teams building or operating contract-analysis workflows.

Contract analysisLegal diligenceM&ADocument extractionREST API
Review
DD
Discontinued record

Data management

Dell Data Orchestration Engine

Dell Data Orchestration Engine is the current product built from Dell's acquisition of Dataloop. It coordinates data ingestion, preparation, embeddings, retrieval, inference, and evaluation so enterprises can turn structured, unstructured, and multimodal data into governed datasets for AI systems.

AI data pipelinesMultimodal dataRAGData governanceNVIDIA
Review
MM
Discontinued record

Corporate training

MAGMA Mentor

MAGMA Mentor helps organizations turn their materials into personalized reinforcement activities that develop employee knowledge over time. It models changing mastery, identifies what needs reinforcement, and gives leaders visibility into whether critical workplace knowledge is growing and holding.

Adaptive learningEmployee trainingKnowledge management
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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