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.

AQ
Catalog evaluation

Database tools

AI Query

AI Query is a web application for generating SQL from plain-English instructions, defining database schemas, and translating SQL into English. Its Pro plans include unlimited query generation, SQL explanations, schema definitions, query history, and options to save and share SQL queries.

Natural Language to SQLSQL ExplanationsDatabase Schema
Review
AI
Catalog evaluation

Developer tools

AI2SQL

AI2SQL turns natural-language requests into dialect-aware SQL using a connected database schema. It also explains, optimizes, fixes, formats, and runs queries, while its MCP gateway gives AI agents governed, read-only access to live database connections.

Text-to-SQLSQL GenerationDatabase ConnectorsQuery OptimizationMCP
Review
AQ
Catalog evaluation

Business intelligence

Amazon Quick Sight

Amazon Quick Sight is the business intelligence component of Amazon Quick. It connects enterprise data sources for analysis, dashboards, reports, and embedded analytics, while adding natural-language exploration and generative BI capabilities for users with the appropriate Quick Sight roles.

DashboardsEmbedded analyticsNatural language queriesData sourcesGenerative BI
Review
AV
Catalog evaluation

Data analysis

Avanty

Avanty is a Chrome extension for Metabase that helps data analysts generate, edit, explain, format, and comment on SQL queries. It works with self-hosted Metabase and Metabase Cloud, using query metadata and database schema information rather than customer data.

MetabaseSQL generationSQL editingQuery explanationsChrome extension
Review
BY
Catalog evaluation

Business intelligence

BYOB

BYOB, short for Build Your Own Brain, is Akaike's enterprise conversational analytics platform. Business users can query structured data in natural language, work with organization-specific metrics and terminology, and receive traceable insights, dashboards, anomaly analysis, and recommendations for operational decisions.

Natural Language QueriesData IntegrationInteractive DashboardsAnomaly DetectionRole-Based Access
Review
CH
Catalog evaluation

Document analysis

ChatDOC

ChatDOC lets users upload documents and ask questions in natural language. It can summarize, extract information, analyze text and tables, and trace answers back to source material. It supports PDF, Word, scanned documents, Markdown, ePub, and text files.

PDF chatDocument Q&ASource citationsMulti-document analysisOCR
Review
DE
Catalog evaluation

Data analysis

Defog

Defog lets teams ask questions about structured data in plain language and receive data-backed results and visualizations. It connects to databases and CSVs, uses Defog's SQLCoder model for text-to-SQL, and supports cloud-hosted or self-hosted enterprise deployments.

Natural language queriesSQLDatabase connectorsSelf-hosted deploymentData visualization
Review
JA
Catalog evaluation

Business intelligence

JackrabbitOps

JackrabbitOps connects manufacturing systems such as MRP, ERP, CRM, and finance tools in one operations platform. Teams can query connected data in plain English, monitor operational metrics, and automate workflows including invoice matching and exception alerts.

Manufacturing operationsERP integrationsNatural language queriesOperational dashboardsInvoice matching
Review
LO
Catalog evaluation

Research tools

Locus

Locus is a browser extension that finds relevant information in web pages and PDFs from natural-language queries. It also provides research assistance for summarizing content, brainstorming topics, creating note cards, and saving useful answers as Favorites.

Natural language searchPDF searchWeb researchSummarizationOpenAI
Review
RQ
Catalog evaluation

Database tools

Raw Query

Raw Query is a conversational database assistant for retrieving, exporting, adding, and updating data without writing SQL. Connect a Postgres, MySQL, or MariaDB database, ask questions in English, and use the chat interface to work with data from desktop or mobile.

Natural language queriesPostgreSQLMySQLMariaDBCSV exports
Review
SA
Catalog evaluation

Data analytics

Seek AI

Seek AI is an IBM-acquired platform for asking questions of structured business data in natural language. Its agents translate requests into database queries, explain results, suggest follow-up questions, and support managed, embedded, and Snowflake-native deployments.

Natural language queriesText-to-SQLSnowflakeData agentsEmbedded analytics
Review
SA
Catalog evaluation

Developer tools

SQLAI.ai

SQLAI.ai is an AI-powered SQL workspace that turns natural-language requests into queries and helps users validate, optimize, format, explain, and convert SQL. Users can import or connect database schemas for schema-aware query generation and run queries against connected data sources.

Text-to-SQLSQL OptimizationSQL ValidationSQL ConversionDatabase Connectivity
Review
TE
Catalog evaluation

Website builders

Telex

Telex is an AI-assisted environment for creating WordPress blocks from natural-language ideas. It also offers specialized tools for generating, debugging, explaining, visualizing, and documenting code, formulas, and queries across data and development languages, with projects that can be run and organized in the browser.

WordPress blocksCode generationCode debuggingCode visualizationAI agents
Review
TA
Catalog evaluation

Developer tools

Text2SQL.ai

Text2SQL.ai converts natural-language questions into SQL queries using database schema context. It also offers query explanation, fixing, and optimization, a public API, a desktop application for local database access, and Insights for viewing queries, results, charts, and explanations together.

Text to SQLSQL generationDatabase schemasQuery optimizationAPI
Review
TW
Catalog evaluation

Video intelligence

TwelveLabs

TwelveLabs provides APIs, SDKs, and a web playground for indexing, searching, analyzing, and segmenting video. Its video-native models let teams retrieve moments with natural-language or multimodal queries and generate structured analysis from video libraries.

Video searchMultimodal AIVideo analysisAPISDKs
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

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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