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.

AI
Catalog evaluation

Data labeling

AIMMO

AIMMO provides enterprise services and software for collecting, curating, labeling, synthesizing, and evaluating AI training data. Its AIMMO Enterprise platform supports collaborative management of unstructured image, LiDAR, video, and text data, while AIMMO Core provides tailored data and Vision AI solutions.

Data CurationSynthetic DataAutonomous DrivingLiDAR AnnotationMLOps
Review
AL
Catalog evaluation

SEO services

Alchemi

Alchemi is an enterprise consultancy for SEO and Generative Engine Optimization. It builds search data infrastructure and custom technical, content, analytics, and strategy programs intended to improve visibility in organic search and AI-generated answers.

Enterprise SEOGenerative Engine OptimizationTechnical SEOContent engineeringAnalytics and measurement
Review
AL
Catalog evaluation

Market research

AlphaSense

AlphaSense is a market-intelligence and search platform for finding company insights, market data, and research across a large financial and business document library. Its AI features help teams search filings, transcripts, broker research, expert calls, and internal content for decision-ready findings.

Financial dataEarnings transcriptsBroker researchDeep researchCompany intelligence
Review
AL
Catalog evaluation

Developer tools

alwaysAI

alwaysAI is an enterprise computer vision platform for turning camera footage into real-time operational data. Teams can manage datasets, train or bring models, develop applications with edgeIQ APIs, deploy to edge or cloud environments, and review analytics in the platform console.

Object detectionModel trainingEdge deploymentVideo analyticsMLOps
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
AI
Catalog evaluation

Business intelligence

Arria Intelligence

Arria Intelligence turns complex structured data into decision-grade performance reports. Its governed architecture combines deterministic data-to-text generation with optional large language models, helping enterprises automate accurate narrative reporting, data explanations, and conversational interactions in existing reporting workflows.

Natural language generationAutomated reportingData-to-textPower BIEnterprise compliance
Review
AY
Catalog evaluation

Enterprise search

Ayfie

Ayfie connects enterprise files, systems, and cloud data to a shared context layer for AI assistants and agents. Teams can search internal knowledge, receive source-verifiable answers, draft work, and deploy capabilities in tools such as Slack, Teams, Copilot, or through an API.

RAGData connectorsAI agentsKnowledge retrievalMicrosoft Teams
Review
BU
Catalog evaluation

Knowledge management

bundleIQ

bundleIQ is an AI-powered knowledge management platform built around the Alani product suite. It helps individuals, publishers, and organizations turn files, content, and enterprise data into cited answers, searchable knowledge rooms, structured records, and agent-ready workflows.

Knowledge BaseSource CitationsDocument AnalysisMCPAI Workflows
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
CA
Catalog evaluation

Enterprise AI platforms

C3 AI

C3 AI provides enterprise software for developing, deploying, and operating AI at scale. Its product portfolio includes an agentic AI platform, application development tools, generative AI grounded in proprietary data, and production-ready applications for operational use cases across major industries.

Data IntegrationAgentic AIGenerative AIPredictive MaintenanceProduction Optimization
Review
CO
Catalog evaluation

AI infrastructure

Cohere

Cohere provides enterprise AI products including generative models, retrieval models, speech-to-text, and the North AI workplace. Organizations can deploy models in a virtual private cloud, on premises, or through Cohere's managed Model Vault, with options for customization using proprietary data.

LLM APIPrivate deploymentAI agentsSemantic searchSpeech-to-text
Review
CI
Catalog evaluation

Sales

Collective[i]

Collective[i] provides AI applications, agents, and relationship intelligence for revenue teams and individuals. Its products support sales forecasting, pipeline monitoring, contact and activity capture, prospect research, and relationship mapping through its sales platform and intelligence.com offering.

Revenue operationsSales forecastingRelationship intelligenceCRM automationAI agents
Review
CR
Catalog evaluation

Customer service

Cresta

Cresta is an enterprise customer-experience platform that combines AI Agents, real-time Agent Assist, and Conversation Intelligence. Contact centers can automate customer interactions, guide human representatives during live conversations, and analyze conversation data to improve service quality, revenue outcomes, and operational efficiency.

AI agentsAgent assistConversation intelligenceQuality managementContact centers
Review
DA
Catalog evaluation

MLOps

Datatron

Datatron is an enterprise MLOps platform for operationalizing machine learning models, monitoring their production health, and supporting AI governance. It supports deployment across on-premises, cloud, and air-gapped environments, with integrations intended for existing enterprise infrastructure.

Model deploymentModel monitoringAI governanceKubernetes
Review
DE
Catalog evaluation

AI development platforms

deepset

deepset provides the Haystack Enterprise Platform and the open-source Haystack framework for building AI agents and retrieval-augmented generation applications. It supports configurable models, data pipelines, deployment choices, testing, monitoring, and governance for production environments.

HaystackAgent orchestrationRAGSelf-hosted deploymentAI governance
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
DU
Catalog evaluation

AI assistants

Dust

Dust is an enterprise AI platform for creating secure, customizable agents that use company data and leading language models. Teams can query connected knowledge, build specialized agents, and use them in shared conversations or through the developer platform.

Custom AI agentsEnterprise searchSlackGoogle DriveAPI
Review
EN
Catalog evaluation

Product authentication

Entrupy

Entrupy helps retailers, resale businesses, marketplaces, and brands verify physical products and reduce counterfeit or return-fraud risk. Its mobile app guides image capture for bags, footwear, and apparel, while enterprise customers can integrate authentication and fingerprinting workflows through Entrupy’s APIs.

Counterfeit detectionLuxury resaleReturn fraudMobile appAPI integration
Review
FO
Catalog evaluation

Customer support automation

Forethought

Forethought, a Zendesk company, provides AI agents for enterprise customer service. Its multi-agent system uses past tickets and help-center content to resolve conversations, classify cases, surface knowledge gaps, and assist human support agents across chat, email, voice, Slack, and APIs.

Customer serviceTicket triageHelp desk integrationsOmnichannel supportAgent assist
Review
GL
Catalog evaluation

Enterprise search

Glean

Glean is an enterprise Work AI platform that connects company applications and data so employees can search, ask questions, create content, analyze information, and automate workflows. Its permission-aware search, assistant, and agents use organizational context from connected tools and knowledge sources.

Work AIEnterprise searchData connectorsWorkflow automationKnowledge graph
Review
GN
Catalog evaluation

Predictive analytics

Graphite Note

Graphite Note is a no-code decision intelligence platform for connecting data, building predictive models, and turning results into data stories and prescriptive actions. It supports Sandbox exploration and tailored Enterprise deployments for teams working on marketing, sales, and operational decisions.

No-code machine learningPredictive analyticsCausal modelingData storytelling
Review
HA
Catalog evaluation

Machine learning platforms

H2O.ai

H2O.ai provides enterprise software for building, fine-tuning, deploying, and governing predictive and generative AI. Its portfolio includes AI agents, automated machine learning, model operations, document AI, and open-source tools for data scientists and developers.

Generative AIPredictive AIAI agentsModel deploymentPrivate data
Review
HE
Catalog evaluation

Financial research

Hebbia

Hebbia is an institutional intelligence platform for financial organizations. Its Matrix product lets teams analyze large document sets with cited answers, connect private and public data sources, draft client-ready documents, and automate firm-specific workflows.

Investment ResearchFinancial ServicesDocument AnalysisAI AgentsData Integrations
Review
HA
Catalog evaluation

Sales intelligence

Humantic AI

Humantic AI is a buyer intelligence platform for enterprise revenue teams. It combines account, people, visitor, intent, and signal data with personality-driven insights to help sellers research stakeholders, personalize outreach, and prepare for complex multi-party deals.

Buyer intelligencePersonality insightsAccount researchSalesforceCRM integrations
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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