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.

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
CE
Catalog evaluation

MLOps

Censius

Censius is an AI observability platform for machine learning teams monitoring production models. It brings together model details, input data, logs, and monitoring insights to identify performance, drift, data quality, and bias issues, then guide root cause analysis and remediation.

Model MonitoringModel ExplainabilityModel DriftRoot Cause AnalysisPython SDK
Review
CA
Catalog evaluation

Conversational AI

Charisma.ai

Charisma.ai is a platform for building immersive conversational experiences for online training, brand campaigns, games, and other interactive products. It combines conversational scenarios, character-driven stories, speech features, analytics, and SDKs for web, mobile, game engines, VR, and other clients.

Conversation simulationsUnityUnreal EngineSpeech recognitionText to speech
Review
CO
Catalog evaluation

Game development

Convai

Convai provides tools and APIs for creating interactive AI characters for games, virtual worlds, training simulations, and other immersive experiences. Teams can define character behavior and knowledge, test voice or text interactions, then deploy avatars through no-code experiences, SDKs, plugins, or APIs.

AI charactersUnityUnreal EngineVirtual realityAvatar creation
Review
DM
Catalog evaluation

Machine learning

Databricks Mosaic AI Training

Databricks Mosaic AI Training is the current Databricks service and tooling for training and deploying large AI models. Formerly MosaicML, it provides a command-line interface and Python SDK for training runs, pretraining, fine-tuning, cloud data access, and developer-tool integrations.

Large Language ModelsModel TrainingModel Fine-TuningPython SDKMulti-Cloud
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

Market research

Datapoint

Datapoint is a consumer research platform for launching studies in plain English and collecting verified human preferences. It supports comparisons, ratings, rankings, and multiple-choice questions across media, then returns AI-synthesized reports. It also provides an API and SDKs for programmatic preference collection.

Consumer researchA/B testingHuman feedbackPreference dataAPI
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
EY
Catalog evaluation

Image editing

EyeQ

EyeQ provides Perfectly Clear tools for automatic photo correction and video enhancement. Its cloud service, Web API, SDKs, and local-processing options support image retouching, background removal, image upscaling, resizing, glasses glare removal, and high-volume batch editing workflows.

Photo correctionImage retouchingBackground removalImage upscalingWeb API
Review
GR
Catalog evaluation

Fraud prevention

Greip

Greip provides fraud prevention APIs and a monitoring dashboard for websites and apps. Its services cover payment-risk analysis, IP and network intelligence, VPN and proxy detection, user data scoring, card and IBAN verification, and profanity detection.

Payment fraud detectionIP intelligenceVPN and proxy detectionContent moderationREST API
Review
HU
Catalog evaluation

AI development tools

Humanloop

Humanloop was acquired by Anthropic, and its platform was sunset on September 8, 2025. Before the sunset, it provided enterprise tooling for LLM evaluation, prompt management, and production observability, helping technical and non-technical teams collaborate on AI product development.

Prompt managementLLM evaluationsObservabilityModel monitoringDeveloper SDKs
Review
ID
Catalog evaluation

Identity verification

IDWise

IDWise is an identity verification platform for businesses conducting digital onboarding. It verifies government-issued documents, compares selfies with document photos, supports proof-of-address and AML checks, and offers APIs, SDKs, webhooks, and low-code integration options.

Document verificationFacial biometricsAML screeningProof of addressSDKs
Review
KA
Catalog evaluation

Customer support

Kapa

Kapa turns technical product knowledge into customer-facing and internal AI assistants. It indexes documentation, code, support tickets, PDFs, and community conversations, then delivers source-grounded answers through a website widget, chat platforms, support tools, API, SDK, or hosted MCP server.

Technical documentationKnowledge baseRAGMCPSlack
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

Developer tools

Latitude

Latitude is an open-source platform for tracing production AI agents, identifying recurring failures, and monitoring fixes. Teams can capture agent telemetry, search sessions, turn failure patterns into signals, generate evaluations, and dispatch coding agents with trace context.

OpenTelemetryAgent monitoringFailure analysisSelf-hostingMCP
Review
MA
Catalog evaluation

Developer tools

Mails.ai

Mails.ai provides programmatic email infrastructure for AI agents. Developers can give agents email addresses, send messages, receive structured reply events, scan inbound mail for prompt injection, and use REST, TypeScript, or MCP integrations to build agent email workflows.

Email infrastructureAgent workflowsMCPWebhooksPrompt injection detection
Review
MA
Catalog evaluation

Data analytics

MOSTLY AI

MOSTLY AI, powered by Syntho, is a data intelligence platform for analyzing production data and creating mock, synthetic, and simulated datasets. Its open-source Python SDK and platform help teams generate privacy-safe data, explore data with natural-language prompts, and share data assets.

Synthetic DataData AnalysisPythonData ConnectorsDifferential Privacy
Review
PA
Catalog evaluation

Enterprise search

Progress Agentic RAG

Formerly Nuclia, Progress Agentic RAG ingests and indexes enterprise content to power source-grounded search, question answering, and AI agents. Teams can use its dashboard, API, SDK, CLI, or sync agent to build retrieval workflows over documents, media, and other business data.

RAGDocument searchKnowledge basesGenerative searchAPI
Review
PR
Catalog evaluation

AI development

PromptLayer

PromptLayer is an AI engineering platform for managing prompt versions, evaluating LLM and agent behavior, and tracing production activity. Teams can let domain experts edit prompts visually while engineers connect releases, requests, costs, latency, and quality signals to the relevant prompt versions.

Prompt managementLLM evaluationsAgent observabilityPrompt versioningSDKs
Review
SA
Catalog evaluation

Writing assistants

Sapling

Sapling provides language-model tools for developers and business teams. Its API, SDK, browser extensions, and platform integrations add grammar suggestions, autocomplete, rewriting, chat assistance, and message analysis to applications, customer-service workflows, and enterprise messaging platforms.

Grammar checkingText autocompleteAPICRM integrationsSelf-hosting
Review
SE
Catalog evaluation

Communications

Sendblue

Sendblue is a business messaging platform for sending and receiving iMessage, SMS, MMS, and RCS through a REST API, SDKs, and CRM integrations. Teams can use it to build messaging workflows, automate customer communications, and support rich messaging features such as media, reactions, and typing indicators.

iMessageSMSRCSREST APICRM integrations
Review
SH
Catalog evaluation

Identity verification

Shufti

Shufti provides identity verification, KYC, KYB, AML screening, fraud detection, and ongoing monitoring for regulated digital businesses. Its configurable platform combines document checks, biometrics, liveness detection, and risk signals, with API and SDK options for integrating verification into customer journeys.

KYCAML screeningDocument verificationBiometric verificationAPI
Review
SI
Catalog evaluation

Video APIs

Sieve

Sieve provides APIs for developers and enterprises building video features at scale. Its platform supports audiovisual search and understanding, video translation and dubbing, lip sync, autocropping, and content-editing workflows, with Python and REST API integration for submitting and monitoring media-processing jobs.

Video dubbingLip syncVideo searchVideo editingREST API
Review
SP
Catalog evaluation

Automotive

Spyne

Spyne helps automotive dealerships create vehicle listings and manage customer engagement. Its Studio AI transforms vehicle media into listing assets, while Vini AI handles dealership conversations, lead qualification, appointment scheduling, and follow-ups across customer channels.

Vehicle merchandisingConversational AIAutomotive CRMVehicle photographyAPI
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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