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

Business intelligence

Arria Intelligence

Arria Intelligence turns complex structured data into decision-grade performance reports. Its governed architecture combines deterministic data-to-text generation with optional large language models, helping enterprises automate accurate narrative reporting, data explanations, and conversational interactions in existing reporting workflows.

Natural language generationAutomated reportingData-to-textPower BIEnterprise compliance
Review
BB
Catalog evaluation

Developer tools

Bot Butcher

Bot Butcher is an API for identifying spam submitted through website contact forms. It uses a fine-tuned large language model to classify messages in the context of a site's domain, returning a JSON response that applications can use to route or reject submissions.

Spam detectionContact formsAPILarge language modelsPrivacy controls
Review
CO
Catalog evaluation

AI infrastructure

Cohere

Cohere provides enterprise AI products including generative models, retrieval models, speech-to-text, and the North AI workplace. Organizations can deploy models in a virtual private cloud, on premises, or through Cohere's managed Model Vault, with options for customization using proprietary data.

LLM APIPrivate deploymentAI agentsSemantic searchSpeech-to-text
Review
DM
Catalog evaluation

Machine learning

Databricks Mosaic AI Training

Databricks Mosaic AI Training is the current Databricks service and tooling for training and deploying large AI models. Formerly MosaicML, it provides a command-line interface and Python SDK for training runs, pretraining, fine-tuning, cloud data access, and developer-tool integrations.

Large Language ModelsModel TrainingModel Fine-TuningPython SDKMulti-Cloud
Review
FL
Catalog evaluation

Workflow automation

Floneum

Floneum is a visual graph editor for building workflows with large language models, local AI, and community plugins. It lets users combine drag-and-drop workflow nodes while developers can extend the product with sandboxed WebAssembly plugins written in supported programming languages.

Visual workflowsLocal LLMsWebAssemblyPlugin development
Review
KA
Catalog evaluation

Developer tools

KIE.ai

KIE.ai provides a unified API for video, image, audio, and language models from multiple providers. Developers can test models in a playground, use consistent request flows and webhooks, manage usage through credits, and access model-specific integration documentation.

Model APIsImage generationVideo generationAudio generationLarge language models
Review
AI
Discontinued record

Productivity

AIPal

AIPal is a Chrome extension that brings chat, writing, replies, translation, and webpage summarization into the browser. It supports multiple large language models and can be opened from a browser sidebar or by selecting text on a webpage.

ChromeWebpage ChatTranslationContent SummarizationEmail Writing
Review
OP
Discontinued record

AI assistants

OpenAssistant

OpenAssistant was an open-source project to build a chat-based large language model and supporting datasets. The project has concluded, its online demonstration is no longer available, and released models and datasets remain available through the project repository and documentation.

Large language modelsChat assistantsOpen source
Review
WS
Discontinued record

Financial research

WOC Street

WOC Street's remaining official FAQ describes an AI news-analysis platform for traders and investors. It processes news articles to assess potential stock-price impact and timing, classify and summarize news, and identify an article's relevance to a symbol.

Stock market newsNews analysisStock researchFinancial data
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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