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.

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
BL
Catalog evaluation

AI Infrastructure

Blaize

Blaize provides an edge-AI platform combining programmable processors, AI edge hardware, and deployment software. Its products support inference workloads across edge devices, data centers, and cloud environments, with AI services, an SDK, and a code-free AI Studio.

Edge AIAI inferenceAI hardwareLow-code developmentComputer vision
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
EC
Catalog evaluation

Customer support

echowin

echowin is an AI agent platform for handling business phone calls, chat, and messaging channels. Teams can train agents from websites and documents, automate call routing and follow-up actions, manage contacts in a built-in CRM, and review call recordings, transcripts, and analytics.

AI receptionistPhone automationCall routingWorkflow automationCRM
Review
LI
Catalog evaluation

No-code development

Liner

Liner is a desktop tool for training machine learning models from labeled data without writing code. It supports image, text, audio, video, object-detection, segmentation, and pose-classification projects, then exports trained models for integration with applications and supported edge platforms.

No-code machine learningLocal trainingImage classificationObject detectionEdge deployment
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
OS
Catalog evaluation

Data analysis

Oda Studio

Oda Studio builds custom AI pipelines that turn complex, unstructured data into actionable insights. Its current services focus on construction and engineering drawings, financial and consulting documents, and customized generative-media models, combining data preparation, compute environments, evaluations, and deployment work.

Vision-language modelsKnowledge graphsDocument processingData annotationRAG
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
RE
Catalog evaluation

Transcription

Revoldiv

Revoldiv transcribes uploaded audio and video with word-level timing, then lets users edit recordings through the transcript. It supports filler-word cleanup, audiograms, subtitles, and media exports, while its enterprise offering adds controlled deployment and workflows for searchable media knowledge.

Audio transcriptionVideo transcriptionSubtitle export
Review
RO
Catalog evaluation

Computer vision

Roboflow

Roboflow is an end-to-end computer vision platform for applications using images, video, and real-time streams. Teams can annotate and manage data, train custom models, build multi-stage workflows, and run inference in the cloud, private infrastructure, or on edge devices.

Image annotationModel trainingObject detectionVision deploymentEdge deployment
Review
SI
Catalog evaluation

Chatbots

SiteRetriever

SiteRetriever is a planned self-hosted platform for creating embeddable website chatbots and help agents. Customers will import documentation, FAQs, and knowledge-base content, configure the bot, then add it to a website with JavaScript. The current site invites users to join an early-access waitlist.

Self-HostedWebsite ChatbotsKnowledge BasesJavaScript Embeds
Review
SA
Catalog evaluation

Voice generators

SoundHound AI

SoundHound AI provides a conversational AI platform for businesses building voice-enabled products, customer-service agents, and commerce experiences. Its products span enterprise AI agents, IT service automation, automotive assistants, restaurant ordering, and custom voice AI implementations for connected devices and applications.

Conversational AIVoice AISpeech recognitionNatural language understandingVoice commerce
Review
VS
Catalog evaluation

Computer vision

Viso Suite

Viso Suite is an enterprise visual intelligence platform for connecting cameras, sensors, AI models, workflows, and business systems. Organizations use it to build, deploy, govern, and operate computer vision applications across physical sites, using cloud, on-premises, or edge infrastructure.

Computer visionEdge AIVideo analyticsVisual workflowsCamera integration
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
XM
Catalog evaluation

AI agents

xMagic

xMagic is a platform for designing and deploying private AI agents that can use tools and route work to specialized subagents. It supports Drive-based retrieval, custom MCP integrations, and testing before deployment, with options to run in a customer-controlled cloud or data center.

SubagentsMCPKnowledge basesVoice agentsWorkflow automation
Review
KA
Discontinued record

Workflow automation

Krita.ai

Krita.ai is an enterprise platform for building and deploying AI agents that turn documents, video, audio, and text into operational intelligence. It supports no-code workflow design, agent orchestration, and enterprise deployment for use cases spanning finance, risk, operations, customer support, and internal knowledge.

AI agentsEnterprise automationUnstructured dataWorkflow orchestrationDocument processing
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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