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.

AN
Catalog evaluation

Developer tools

Anyscale

Anyscale is a managed platform for building and scaling data-intensive AI workloads with Ray. Foundation model teams can run multimodal data curation, distributed training, embedding generation, and post-training workloads across their own GPUs, clouds, and clusters.

RayDistributed trainingData curationEmbedding generationMulti-cloud
Review
BA
Catalog evaluation

Document processing

Base64.ai

Base64.ai processes documents, images, and multimedia to identify document types and return extracted data as labeled JSON. Its platform supports pre-trained and custom models, API and no-code integrations, document workflows, verification features, and cloud, on-premises, or air-gapped deployment options.

Document intelligenceData extractionOCRAPINo-code integrations
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
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
DD
Catalog evaluation

Code assistants

Devin Desktop

Devin Desktop is the current product reached from codeium.com. It is a desktop IDE and command center for managing local and cloud coding agents, coordinating agent work in shared spaces, reviewing changes, and working across supported models and agents through the Agent Client Protocol.

Coding agentsIDEMulti-agent workflowsCode reviewGit worktrees
Review
RO
Catalog evaluation

Computer vision

Roboflow

Roboflow is an end-to-end computer vision platform for applications using images, video, and real-time streams. Teams can annotate and manage data, train custom models, build multi-stage workflows, and run inference in the cloud, private infrastructure, or on edge devices.

Image annotationModel trainingObject detectionVision deploymentEdge deployment
Review
RU
Catalog evaluation

Image generation

RunDiffusion

RunDiffusion is a cloud platform for creative AI work across image generation, video generation, editing, model training, and open-source applications. It combines models from multiple providers with tools such as ComfyUI and Automatic1111, plus shared workspaces, workflow boards, usage controls, and team governance features.

AI image generationAI video generationComfyUIStable DiffusionLoRA training
Review
SG
Catalog evaluation

PDF tools

Scanner Go

Scanner Go is a mobile document-scanning app with PDF conversion and editing tools. It can auto-scan multi-page documents, detect borders, store scans in 2 GB of cloud storage, and convert or manage PDF files from a phone, with browser-accessible cloud files.

Document scanningPDF conversionPDF editingCloud storageMobile apps
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
ST
Catalog evaluation

Presentation tools

STORYD

STORYD is a cloud platform for generating business presentations from a short topic description. It applies storytelling structures, creates editable slides with multimedia elements and branding, and exports decks for PowerPoint, Google Slides, Keynote, and Canva.

Business presentationsStorytellingPowerPointGoogle SlidesTeam collaboration
Review
VA
Catalog evaluation

Data analysis

Vanna AI

Vanna AI is a user-aware agent framework that connects language models to databases so users can query systems of record in natural language. Teams can use its open-source framework with their chosen LLM and database, or add hosted administrative capabilities through Vanna Cloud.

Text to SQLNatural language queriesMulti-databaseOpen sourceSelf-hosting
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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