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.

LO
Catalog evaluation

App builders

Lovable

Lovable turns natural-language instructions into editable full-stack web applications with frontend, backend, database, authentication, integrations, and deployment. It supports rapid prototyping as well as ongoing product development with real code and managed cloud services.

Vibe codingFull-stack appsNatural languageCloud hostingCode export
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
BA
Catalog evaluation

Document processing

Base64.ai

Base64.ai processes documents, images, and multimedia to identify document types and return extracted data as labeled JSON. Its platform supports pre-trained and custom models, API and no-code integrations, document workflows, verification features, and cloud, on-premises, or air-gapped deployment options.

Document intelligenceData extractionOCRAPINo-code integrations
Review
BA
Catalog evaluation

Machine learning platforms

Baseten

Baseten is a training and inference platform for teams serving AI models in production. It deploys open-source, custom, and fine-tuned models as scalable API endpoints, and also provides pre-optimized Model APIs, managed cloud infrastructure, self-hosted options, model training, and engineering support.

Model servingInference APIsAutoscalingGPU infrastructureModel training
Review
BL
Catalog evaluation

Voice assistants

Bland

Bland is an enterprise voice-agent platform for automating inbound and outbound phone interactions. Teams can build, test, and deploy agents across voice, SMS, iMessage, and web chat, with integrations for telephony, CRM, scheduling, and automation tools.

Voice agentsPhone callsCall center automationTwilioAPI
Review
BL
Catalog evaluation

No-code platforms

Blaze

Blaze is a no-code platform for building custom business applications, internal tools, and portals. It focuses on healthcare and other regulated organizations that need role-based access, data integrations, audit-ready controls, and options for HIPAA-compliant deployments.

No-code app builderHIPAA complianceInternal toolsCustomer portalsREST API
Review
BU
Catalog evaluation

No-code platforms

Buzzy

Buzzy is a governed application platform for creating and deploying web and mobile apps. It turns prompts, Figma designs, and APIs into a semantic application definition that runs on a central engine, helping teams deliver applications without managing separate generated codebases.

App DevelopmentFigmaMCPWeb AppsMobile Apps
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
DA
Catalog evaluation

Computer vision

Datature

Datature is an end-to-end computer vision platform for managing datasets, annotating data, training and evaluating models, and deploying inference. Its no-code Nexus platform supports visual workflows, cloud and edge deployments, plus APIs and SDKs for integration into existing applications.

Data annotationModel trainingModel deploymentAPIEdge AI
Review
DE
Catalog evaluation

Speech recognition

Deepgram

Deepgram provides APIs for speech-to-text, text-to-speech, voice agents, and audio intelligence. Developers can use its real-time or batch services in the cloud, or explore self-hosted deployment options for voice-enabled applications.

Speech-to-textText-to-speechVoice agentsAudio intelligenceAPI
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
FO
Catalog evaluation

AI development platforms

Forefront

Forefront is a beta platform for running, fine-tuning, evaluating, and exporting open-source text-generation models. It provides datasets, serverless inference endpoints, a Playground, and APIs for developers who want to customize models with their own data and retain model ownership.

Open-source modelsText generationFine-tuningModel deploymentHugging Face
Review
FR
Catalog evaluation

Developer tools

FriendliAI

FriendliAI provides API and infrastructure options for running open-weight and custom models in production. Developers can use pay-as-you-go Model APIs, deploy dedicated GPU endpoints for predictable capacity, or run its containerized offering in their own environment for greater deployment control.

Model inferenceOpen-weight modelsDedicated GPUsOpenAI compatibilityModel serving
Review
JA
Catalog evaluation

AI governance

Jaxon

Jaxon is an AI verification layer for organizations using LLMs in regulated or high-stakes workflows. It converts policy requirements into structured logic, evaluates model outputs against those rules, and returns auditable outcomes for deployment through APIs or custom solutions.

LLM guardrailsPolicy automationFormal verificationComplianceAPI integration
Review
ME
Catalog evaluation

Chatbots

Mendable

Mendable lets teams build chat-powered search and technical assistants from documentation, support resources, and connected data. It provides embeddable components and an API for deployment in products, documentation, sales workflows, and internal support environments.

Knowledge baseCustomer supportSales enablementAPIReact
Review
PO
Catalog evaluation

Customer service

PolyAI

PolyAI provides an enterprise platform for building, deploying, and improving voice and chat agents for customer service. Teams can use a visual builder, developer toolkit, or APIs to handle bookings, billing, routing, support questions, and human handoffs across voice, webchat, and SMS.

Voice agentsCustomer supportCall routingWebchatCRM integrations
Review
RA
Catalog evaluation

Deepfake detection

Resemble AI

Resemble AI is a generative AI security platform that detects synthetic audio, image, and video, adds persistent watermarks, and supports biometric voice verification. Enterprises can deploy its API in the cloud, on-premises, or in air-gapped environments for investigation, compliance, and media protection workflows.

Deepfake detectionContent watermarkingVoice securityMedia forensicsOn-premises deployment
Review
SA
Catalog evaluation

Cloud computing

Salad

Salad provides a distributed cloud platform for deploying production AI and machine learning workloads on consumer and data-center GPUs. Customers can run containerized inference, transcription, computer vision, rendering, and batch processing workloads without managing individual virtual machines.

Distributed GPU cloudAI inferenceContainer deploymentTranscription APIComputer vision
Review
SM
Catalog evaluation

AI agents

SmythOS

SmythOS is an AI agent platform for creating and operating workflows through a visual builder, prompts, or code. Teams can test agents, collaborate in project spaces, and deploy them through managed cloud, local infrastructure, APIs, MCP servers, or chat interfaces.

Agent builderVisual workflowsAPI deploymentMCPSelf-hosting
Review
VO
Catalog evaluation

Chatbot builders

Voiceflow

Voiceflow is a collaborative platform for building, testing, deploying, and monitoring chat and voice agents. Teams can combine knowledge bases, workflows, integrations, and model providers, then launch agents on web chat, phone, mobile, or custom interfaces.

Conversational AIKnowledge basesOmnichannel deploymentAPI integrationsAgent analytics
Review
AG
Discontinued record

AI agent builders

AgentRunner

AgentRunner is a beta platform for creating, testing, versioning, and deploying automation agents through a visual node editor. Teams can connect AI providers and other applications through APIs, organize agents into projects, and use run logs to inspect workflow behavior.

Visual workflowsLLM integrationAPI deploymentVersion controlRun logs
Review
ST
Discontinued record

Developer tools

Steamship

Steamship's official website currently returns a Vercel deployment-not-found response, so a current public product offering, pricing, documentation, and company details could not be verified.

Developer toolsAPI platformAI agents
Review
YA
Discontinued record

Writing assistants

Yepp AI

Yepp AI is described in its terms as a browser-based application for creating AI-generated content. Its canonical domain currently returns a missing deployment page, so the product cannot be accessed or evaluated as an available service.

Content generationBrowser-based appAPI
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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