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.

IN
Catalog evaluation

Chatbot builders

IngestAI

IngestAI is a no-code platform for building AI applications, contextual chatbots, and semantic search from uploaded knowledge bases. Users can work with prompt templates and vector storage, then deploy web chat or connect their apps to messaging platforms and APIs.

Knowledge base chatbotsVector searchPrompt engineeringMessaging integrationsAPI
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
SE
Catalog evaluation

AI consulting

Semafind

Semafind is an independent research and development consultancy that helps organizations apply AI, machine learning, and data science to business problems. Its work spans ideation, functional prototyping, and integration, with specialist offerings in semantic search, vector search, RAG, and knowledge management.

Natural language processingSemantic searchVector searchRAGCustom development
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
VE
Catalog evaluation

Investment research

VectorShift

VectorShift is an AI platform for private-market investment teams. It organizes firm files, deals, and knowledge to support document-heavy workflows including VDR analysis, investment-committee memos, portfolio monitoring, and LP reporting, with answers traced to the source document and page.

Private marketsDue diligencePortfolio monitoringData room analysisLP reporting
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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