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.

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
JA
Catalog evaluation

Search tools

Jina AI

Jina AI provides APIs and models for building search and retrieval systems. Developers can convert web pages to LLM-ready Markdown, generate multilingual multimodal embeddings, and rerank documents to improve relevance in enterprise search and RAG applications.

Web content extractionEmbeddingsRerankingRAGMCP
Review
SH
Catalog evaluation

Vector databases

Shaped

Shaped is a vector database for personalized search and recommendations. It connects to product and behavioral data, manages embeddings and freshness, then retrieves results through a feedback loop that uses user interactions to improve ranking and relevance.

Personalized searchProduct recommendationsHybrid searchAgent retrievalData connectors
Review
TS
Catalog evaluation

Research assistants

Three Sigma

Three Sigma is a document research platform and developer API for searching content, asking questions, and tracing answers to their source material. Users can query folders of documents, while developers can ingest files, generate embeddings, and add searchable document context to LLM applications.

Document searchDocument Q&ASource tracingRAG 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

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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