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

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
AI
Catalog evaluation

Customer support

Aide

Aide is a governed agentic AI platform for customer experience teams. It automates approved customer-support scenarios, assists human agents, analyzes conversation data, and connects with helpdesks, ecommerce systems, and CRMs so teams can resolve issues while retaining control over agent actions.

AI agentsHelpdesk automationAgent copilotZendeskShopify
Review
AK
Catalog evaluation

Marketing analytics

Akkio

Akkio is an AI workflow automation platform for media agencies and data providers. It connects campaign data and business knowledge to help teams develop strategy, build audiences, simulate media plans, activate segments, and measure performance across campaign workflows.

Campaign strategyAudience segmentationMedia mix modelingPropensity modelingCampaign measurement
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
BR
Catalog evaluation

Sales automation

B2B Rocket

B2B Rocket is a sales automation platform for finding prospects, enriching business contact data, and running multichannel outreach. Its AI agents can support email, calls, LinkedIn, WhatsApp, and SMS engagement, while the platform also offers a contact database, inbox, CRM, analytics, and scheduling tools.

AI sales agentsContact databaseCold emailLead enrichmentMultichannel outreach
Review
BA
Catalog evaluation

Sales automation

Bardeen

Bardeen is an automation platform for GTM teams that combines agentic web scraping, lead qualification, contact enrichment, and connected workflow automation. Teams can collect and enrich lead data, send results to connected tools, and automate recurring sales, customer success, and revenue operations tasks.

Lead generationData enrichmentWeb scrapingCRM automationGTM teams
Review
BU
Catalog evaluation

No-code app builders

BuildAI

BuildAI is a no-code platform for creating and launching AI-powered apps and digital employees from natural-language instructions. It includes databases, user authentication, role-based access, payments, subscriptions, custom domains, and integrations for customer-facing products and internal business tools.

Prompt-Based BuildingDigital EmployeesCustom DomainsUser ManagementPayment Processing
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
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
CH
Catalog evaluation

Customer support

Chatbase

Chatbase lets businesses build, test, deploy, and optimize AI agents trained on their data. Agents can handle customer support, sales conversations, and product guidance across chat, email, voice, messaging platforms, and helpdesk workflows, with analytics and integrations for operational control.

AI agentsCustomer support automationHelpdeskVoice agentsCRM integrations
Review
CH
Catalog evaluation

Chatbots

ChatBotKit

ChatBotKit is a platform for launching AI agents for support, sales, and operations. Teams can start from solution blueprints, add business knowledge and integrations, then deploy branded agents on websites, apps, and messaging platforms.

AI agentsKnowledge basesWebsite widgetsMessaging platformsIntegrations
Review
CO
Catalog evaluation

Data analytics

Coginiti

Coginiti is a Semantic Intelligence platform for developing, governing, and deploying trusted business logic. Data teams can develop and test SQL, capture analytic knowledge, publish it through a governed semantic layer, and provide AI agents with curated context for auditable answers across their data estate.

Semantic layerSQLData governanceData lineageAI agents
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
CA
Catalog evaluation

Financial research

Coinfeeds AI

Coinfeeds AI provides custom AI agents and APIs for digital-asset and investment use cases. Its offerings include portfolio event monitoring, personalized news feeds, and bespoke natural-language tools that connect investment teams to market, company, and internal data.

Crypto intelligencePortfolio monitoringNews APIInvestment researchConversational AI
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
CO
Catalog evaluation

Workflow automation

Continual

Continual is a beta agent orchestration platform for automating repeatable business work. Teams connect their tools and data, coordinate workflows across agents and people, and turn those workflows into agent-powered applications. Its stated business focus starts with deploying agents for sales.

Agent orchestrationBusiness operationsData connectionsSales workflowsAgent-powered apps
Review
CA
Catalog evaluation

Sales automation

Copy.ai

Copy.ai is an AI-native go-to-market platform for sales, marketing, and operations teams. It combines chat, reusable workflows, actions, agents, data tables, and brand context to automate repeatable GTM processes such as prospecting, lead handling, content creation, and CRM enrichment.

Go-to-marketWorkflow automationSales prospectingCRM enrichmentBrand voice
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

Data management

DataChain

DataChain is a Python-based data context layer for unstructured files in S3, Google Cloud Storage, and Azure. It captures metadata, schemas, LLM outputs, lineage, and versioned datasets so researchers and AI agents can discover, reuse, and reproduce work without repeatedly processing raw files.

Unstructured dataData versioningObject storagePythonMLOps
Review
DA
Catalog evaluation

Sales automation

Datagran

Datagran provides coordinated AI agents for advertising, campaign execution, lead qualification, follow-up, and attribution. Teams set objectives and approval guardrails, connect ad accounts and customer systems, then supervise agents that work across the customer journey from demand creation through revenue measurement.

AI agentsLead conversionAd campaignsAttributionCRM
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
DA
Catalog evaluation

Marketing

DFIRST AI

DFIRST AI is the rebranded Digital First platform for planning and producing marketing work. Marketers can use specialized agents, a drag-and-drop workspace, and integrated tools for research, strategy, content, visuals, social intelligence, and web data extraction.

Marketing workflowsMarket researchContent creationVisual contentCompetitive analysis
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

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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