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
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
CR
Catalog evaluation

Customer service

Cresta

Cresta is an enterprise customer-experience platform that combines AI Agents, real-time Agent Assist, and Conversation Intelligence. Contact centers can automate customer interactions, guide human representatives during live conversations, and analyze conversation data to improve service quality, revenue outcomes, and operational efficiency.

AI agentsAgent assistConversation intelligenceQuality managementContact centers
Review
HA
Catalog evaluation

Machine learning platforms

H2O.ai

H2O.ai provides enterprise software for building, fine-tuning, deploying, and governing predictive and generative AI. Its portfolio includes AI agents, automated machine learning, model operations, document AI, and open-source tools for data scientists and developers.

Generative AIPredictive AIAI agentsModel deploymentPrivate data
Review
HI
Catalog evaluation

Content moderation

Hive

Hive provides cloud-based APIs and software for content moderation, AI-generated media detection, visual search, classification, and generation. Developers can integrate pre-trained models for text, image, video, and audio workflows, while enterprises can use its platform for brand protection, compliance, and platform integrity.

Content moderationDeepfake detectionMedia searchImage generationAPI
Review
KA
Catalog evaluation

Enterprise AI

Kern AI

Kern AI provides confidential AI software for enterprises building knowledge agents and internal LLM assistants. Its platform supports enterprise integrations, secure retrieval of company information, encrypted processing, and tools for teams to deploy AI applications while meeting EU data-compliance requirements.

Confidential computingKnowledge agentsData securityEnterprise searchLLM integration
Review
LA
Catalog evaluation

Customer experience

Level AI

Level AI is a customer experience platform for enterprise contact centers. It analyzes and scores customer interactions, turns conversations into customer intelligence, and provides AI capabilities for quality management, agent coaching, real-time assistance, virtual agents, analytics, and workflow automation.

Quality assuranceAgent assistVoice of customerAI virtual agentsContact centers
Review
ME
Catalog evaluation

Customer experience management

Medallia

Medallia is an enterprise experience management platform that collects customer and employee signals, applies analytics, and supports reporting and workflows. The MonkeyLearn domain now redirects to Medallia, and Medallia identifies MonkeyLearn Inc. as one of its subsidiaries.

Customer FeedbackEmployee FeedbackExperience AnalyticsConversational IntelligenceRole-Based Reporting
Review
MO
Catalog evaluation

AI Governance

Monitaur

Monitaur is enterprise AI governance software for establishing policies and controls, managing model risk and compliance, and automating validation. Its platform supports monitoring, documentation, reporting, and transparency for organizations governing internal and third-party AI systems.

Model GovernanceModel MonitoringModel ValidationRegulatory ComplianceEnterprise Software
Review
RO
Catalog evaluation

Software testing

RoostGPT

RoostGPT is an AI-native quality engineering platform for enterprise software teams. It connects requirements, source code, APIs, UI flows, and existing test assets to generate and maintain test coverage, provide governance evidence, and report release-readiness information across the software delivery lifecycle.

Test generationAPI testingUI testingUnit testingTest maintenance
Review
TA
Catalog evaluation

Code assistants

Tabnine

Tabnine is an AI coding platform for organizations that provides code completions, chat, and agentic workflows. It connects to repositories and development systems to deliver context-aware assistance, with deployment options for SaaS, on-premises, and air-gapped environments.

Code completionCoding agentsIDE integrationCLIPrivate deployment
Review
VA
Catalog evaluation

Business automation

Velents AI

Velents AI is an enterprise platform that provides Arabic-focused AI agents, APIs, recruitment automation, and document intelligence. It is designed for governments and organizations that need locally hosted AI to automate conversations, operational workflows, candidate screening, and analysis of company documents.

Arabic languageSovereign hostingVoice AIDocument intelligenceAPI integration
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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