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

Research assistants

Consensus

Consensus is an AI-powered research workspace that searches scientific literature and helps users find, understand, and synthesize evidence. It is built for academic questions, literature reviews, and research tasks rather than general web or general-knowledge searches.

Peer-reviewed researchLiterature reviewsPaper searchResearch synthesisMedical research
Review
DA
Catalog evaluation

Audio generators

Dadabots

Dadabots is an experimental music collective and research project that uses neural networks for generative audio, live performances, and music livestreams. Its site publishes research and open-source code for audio synthesis, music datasets, and GuitarPro-based music generation rather than a conventional commercial music-generation app.

Generative musicNeural synthesisOpen sourceLivestreams
Review
SC
Catalog evaluation

Research tools

SciSummary

SciSummary is a research assistant for summarizing and analyzing scientific papers. It provides structured summaries, multi-paper synthesis and comparisons, figure and table analysis, article chat, and a library with folders and tags for organizing research.

Academic papersResearch summariesLiterature reviewsFigure analysisCitations
Review
NO
Discontinued record

Research tools

Notably

Notably is a qualitative research platform for organizing research data and generating insights with AI-assisted workflows. Its public product materials describe transcription, highlighting, tagging, clustering, AI templates, research repositories, and collaborative insight reporting, but the current web application could not be reached.

Qualitative researchResearch synthesisVideo transcriptionCluster analysisDigital sticky notes
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.

Evaluating a product for a live workflow?

Bring the decision to our engineers