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

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
CO
Catalog evaluation

Video editing

CognitiveMill

CognitiveMill is a media and entertainment video automation platform previously presented by AIHunters. AIHunters' current LinkedIn profile states that it evolved into GrayPaw, whose stated focus is cognitive vision for industrial applications, so current availability of the CognitiveMill offering is not confirmed.

Video automationComputer visionMedia processing
Review
DA
Catalog evaluation

Data generation

Datagen

Datagen provides a self-service platform for generating photorealistic, high-variance synthetic visual data. Computer vision teams can control dataset characteristics at a granular level and create synthetic data for applications including vehicle safety, robotics, IoT security, fitness, and AR or VR.

Synthetic dataComputer visionPhotorealistic images3D modeling
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
HI
Catalog evaluation

Content moderation

Hive

Hive provides cloud-based APIs and software for content moderation, AI-generated media detection, visual search, classification, and generation. Developers can integrate pre-trained models for text, image, video, and audio workflows, while enterprises can use its platform for brand protection, compliance, and platform integrity.

Content moderationDeepfake detectionMedia searchImage generationAPI
Review
KA
Catalog evaluation

Fitness

Kayyo

Kayyo is an iPhone training app for MMA, boxing, kickboxing, and Muay Thai. It uses computer vision and language models to analyze movements, provide personalized feedback, deliver interactive lessons and workouts, track progress, and support social challenges and virtual fights.

MMABoxingKickboxingMuay ThaiComputer vision
Review
KI
Catalog evaluation

Developer tools

KinesteX

KinesteX provides a white-label SDK for adding camera-based workout tracking to fitness, wellness, rehabilitation, and health products. It analyzes movement on-device, counts repetitions, gives real-time form feedback, and supports ready-made or custom workout, challenge, assessment, and personal-trainer experiences.

Motion trackingComputer visionFitness SDKWhite-labelWorkout personalization
Review
LA
Catalog evaluation

Health and wellness

Lazyeyefix

Lazyeyefix offers a desktop vision-therapy beta for adults with strabismus, providing real-time eye-alignment feedback, alongside a browser-based photo editor that realigns eye appearance in images. The photo editor has a free option, while the desktop software includes a seven-day trial.

StrabismusVision therapyEye alignmentPhoto retouchingAI photo editing
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
NY
Catalog evaluation

Machine learning

Nyckel

Nyckel is a managed machine learning platform for building classification, object detection, and search functions as REST APIs. Teams can start with pretrained classifiers or train models on their own image, text, and structured data, then improve predictions from real-world feedback.

Image classificationText classificationObject detectionREST APIAutoML
Review
OW
Catalog evaluation

Software testing

OwlityAI

OwlityAI is an autonomous QA platform that scans an application, generates test scenarios and automation scripts, runs tests in parallel, and reports bugs. It is designed for teams that want automated end-to-end, functional, integration, and regression testing without maintaining test scripts.

End-to-end testingRegression testingJiraCI/CDComputer vision
Review
RE
Catalog evaluation

Traffic management

Rekor

Rekor provides AI-driven roadway intelligence software, data services, and vehicle-recognition systems. Its Rekor Scout product adds license plate and vehicle recognition to supported IP cameras, supplying a searchable dashboard, real-time alerts, configurable data retention, and cloud, self-hosted, or on-premises deployment options.

License plate recognitionComputer visionRoadway intelligencePublic safetyTraffic analysis
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
RO
Catalog evaluation

Computer vision

Robovision

Robovision provides industrial vision intelligence infrastructure for governing computer vision systems over their full lifecycle. Its approach combines standardized applications, a platform for monitoring and model operations, and governance capabilities to help industrial operators sustain reliable inspection performance as conditions, products, and sites change.

Industrial inspectionQuality controlLifecycle managementEdge AIManufacturing
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
SL
Catalog evaluation

Photo editors

Slazzer

Slazzer is a web and mobile photo-editing service that uses computer vision to remove backgrounds from images. It offers free previews and credits, a REST API, desktop apps, and integrations for Photoshop, Figma, Sketch, Zapier, and e-commerce image workflows.

Background removalImage editingREST APIPhotoshopE-commerce
Review
SO
Catalog evaluation

Workflow automation

Sola

Sola is an agentic process automation platform for enterprises that automates data entry, scraping, document processing, and data transformation. It combines LLMs, computer vision, visual workflow tools, and UI-level bots to build, run, monitor, and adapt processes across browser and desktop applications.

Agentic automationData entryComputer visionDocument processingBusiness workflows
Review
SY
Catalog evaluation

Data generation

syntheticAIdata

syntheticAIdata provides synthetic data for computer vision model training. Its no-code solution generates diverse, automatically annotated datasets at scale, helping teams address shortages in real data and reduce privacy and regulatory burdens.

Synthetic dataComputer visionModel trainingData annotationNo-code
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
WA
Catalog evaluation

AI consulting

Width.ai

Width.ai is an AI and machine learning consulting company that builds generative AI implementations through strategy and software development. Its services cover proof-of-concept builds and production systems, including GPT development, natural language processing, computer vision, inventory automation, and social media analytics.

Generative AINatural Language ProcessingComputer VisionCustom DevelopmentProof of Concept
Review
3F
Discontinued record

Software development

3D Foundry Labs

3D Foundry Labs is the successor to 3DFY.ai, offering bespoke software development across AI, 3D, computer vision, and computer graphics. It designs production systems for client workflows, including rendering pipelines, automation, 3D generation, and industry-specific visual-content tools.

Custom AI development3D renderingComputer visionAgentic workflowsJewelry technology
Review
IL
Discontinued record

Property management

iListingAI

iListingAI helps property clerks create inventory, check-in, and check-out reports. Its Inspecti product combines spoken observations, photos, and video analysis to produce structured property descriptions, comparison evidence, and branded PDF reports designed for UK tenancy deposit workflows.

Property inspectionsInventory reportsVoice dictationComputer visionPDF reports
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.

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Commercial relationships are disclosed, while credible limitations and alternatives stay visible.

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