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.

CO
Catalog evaluation

Developer tools

Codex

Codex is OpenAI's software-engineering agent for working across local repositories, cloud tasks, IDE sessions, terminal workflows, and code review. It can inspect code, edit files, run commands and tests, and delegate longer tasks in isolated cloud environments.

Agentic codingCode reviewCloud tasksIDETerminal
Review
BL
Catalog evaluation

AI Infrastructure

Blaize

Blaize provides an edge-AI platform combining programmable processors, AI edge hardware, and deployment software. Its products support inference workloads across edge devices, data centers, and cloud environments, with AI services, an SDK, and a code-free AI Studio.

Edge AIAI inferenceAI hardwareLow-code developmentComputer vision
Review
CO
Catalog evaluation

AI coding assistants

Cosine

Cosine is an AI coding agent for software engineering tasks, from quick fixes to complex migrations. It works through a CLI, cloud workspace, and desktop interface, with support for MCP tools, multi-agent orchestration, and deployment options ranging from public cloud to fully air-gapped environments.

Coding AgentsCLICloud DevelopmentMCPOn-Premises Deployment
Review
CU
Catalog evaluation

Code editors

Cursor

Cursor is an AI-powered coding environment for building, editing, reviewing, and maintaining software. Developers can work with codebase-aware agents, autocomplete, inline edits, terminal workflows, cloud agents, and code review features while selecting from supported coding models.

Coding AgentsCode CompletionCode ReviewCommand LineCloud Agents
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
MA
Catalog evaluation

Low-code development

MarsX

MarsX is a software development platform that combines no-code building, a web IDE, and reusable full-stack micro-apps. Teams can begin with existing components, then use JavaScript or TypeScript for requirements outside the available no-code functionality.

Micro-appsFull-stack developmentOpen sourceWeb IDEJavaScript
Review
RE
Catalog evaluation

Traffic management

Rekor

Rekor provides AI-driven roadway intelligence software, data services, and vehicle-recognition systems. Its Rekor Scout product adds license plate and vehicle recognition to supported IP cameras, supplying a searchable dashboard, real-time alerts, configurable data retention, and cloud, self-hosted, or on-premises deployment options.

License plate recognitionComputer visionRoadway intelligencePublic safetyTraffic analysis
Review
SO
Catalog evaluation

Writing assistants

Scene One

Scene One is browser-based software for drafting novels and other stories across devices. It automatically saves work to the cloud and combines manuscript writing with project organization, character and worldbuilding tools, progress tracking, exports, and an AI assistant for prose suggestions and rewrites.

Book writingAI writing assistantStory planningWorldbuildingCloud writing
Review
SP
Catalog evaluation

Voice generators

Speechelo

Speechelo is cloud-based text-to-speech software for generating downloadable voiceovers. Users paste text, choose a language and voice, adjust tone, speed, and pitch, then generate audio for sales, training, educational, and other video projects.

Text to speechVoiceoversMultilingualVideo productionCloud software
Review
BA
Discontinued record

Developer tools

BLACKBOX AI

BLACKBOX AI is a developer platform for building and shipping software with multi-agent coding, an AI-native IDE, a VS Code extension, CLI, cloud agents, and a unified inference API. It provides access to frontier and open-source models with end-to-end encrypted inference.

Multi-agent codingAI IDEVS CodeCLIInference API
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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