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.

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
AN
Catalog evaluation

Developer tools

Anyscale

Anyscale is a managed platform for building and scaling data-intensive AI workloads with Ray. Foundation model teams can run multimodal data curation, distributed training, embedding generation, and post-training workloads across their own GPUs, clouds, and clusters.

RayDistributed trainingData curationEmbedding generationMulti-cloud
Review
AA
Catalog evaluation

Architecture and design

Archistar AI PreCheck

Archistar AI PreCheck helps local governments automate building-plan checks against zoning, building-code, and planning requirements. It produces visual compliance reports and pass or fail results so applicants can improve submissions and municipalities can reduce manual permit-review work.

Building permitsPlan reviewCode complianceZoningLocal government
Review
BI
Catalog evaluation

Career development

Bange.io

Bange.io is a career workspace for job seekers that combines resume building, ATS score checking, application-document writing, job search, outreach tools, and mock interviews. It offers a free plan with daily usage caps and a Pro plan for expanded access to its AI-powered career tools.

Resume optimizationATS scoringCover lettersMock interviewsJob search
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 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
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
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

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
DE
Catalog evaluation

Task management

Dewey

Dewey is an AI accountability buddy that helps people manage tasks and build habits through SMS conversations. Users can add tasks, receive personalized reminders and check-ins, and ask Dewey simple questions without relying on a separate productivity app.

SMS remindersTask managementHabit building
Review
DI
Catalog evaluation

Developer tools

DiscuroAI

DiscuroAI is a beta platform for developers building AI applications with chained prompt workflows. Users define prompt templates and orchestrators in a web interface, then send inputs and metadata through one API request to execute the workflow and retrieve generated data.

Prompt chainingAI workflowsAPIJSON outputUsage monitoring
Review
DA
Catalog evaluation

No-code development

Drafter AI

Drafter AI is a no-code platform for building AI applications, automations, and product features. Teams can combine data sources and models into workflows, use internal knowledge, and deploy branded AI apps or API-backed capabilities for tasks such as text analysis and data enrichment.

AI workflowsKnowledge baseText analysisData extractionAPI
Review
EX
Catalog evaluation

Search APIs

Exa

Exa is an AI search platform for developers building agents and applications that need web data. Its APIs provide web search, page contents, deep research agents, monitors, and structured outputs with citations.

Search APIWeb CrawlingDeep ResearchAI AgentsMCP
Review
FA
Catalog evaluation

AI agents

Fetch.ai

Fetch.ai provides a personal AI experience for planning and everyday tasks, alongside tools for building, connecting, and discovering agents. Its platform includes Agentverse for agent discovery and hosting, plus developer resources for creating compatible multi-agent systems.

Personal AIAgent marketplaceMulti-agent systemsAgent developmentBrand agents
Review
HA
Catalog evaluation

Machine learning platforms

H2O.ai

H2O.ai provides enterprise software for building, fine-tuning, deploying, and governing predictive and generative AI. Its portfolio includes AI agents, automated machine learning, model operations, document AI, and open-source tools for data scientists and developers.

Generative AIPredictive AIAI agentsModel deploymentPrivate data
Review
HE
Catalog evaluation

Developer tools

Helicone

Helicone provides an AI gateway and observability platform for teams building LLM applications. Developers can route requests across providers, track usage and costs, debug sessions, manage prompts and datasets, and configure reliability features such as caching, rate limits, and automatic fallbacks.

LLM ObservabilityAI GatewayCost TrackingPrompt ManagementModel Routing
Review
HA
Catalog evaluation

Voice AI

Hume AI

Hume AI provides data, speech models, evaluations, and feedback systems for teams building voice AI. Its platform supports real-time speech interaction, expressive text-to-speech, voice creation, human feedback, and tools for measuring how voice systems perform in real-world conversations.

Text-to-SpeechSpeech-to-SpeechVoice evaluationVoice cloningHuman feedback
Review
IP
Catalog evaluation

Prompt generators

IMI Prompt

IMI Prompt is a web prompt builder for Midjourney v5.2. It helps users assemble prompts from text plus selectable art styles, colors, objects, images, filters, and parameters, then create a structured prompt for use in Midjourney.

MidjourneyPrompt buildingArt stylesImage promptsMobile apps
Review
IN
Catalog evaluation

Chatbot builders

IngestAI

IngestAI is a no-code platform for building AI applications, contextual chatbots, and semantic search from uploaded knowledge bases. Users can work with prompt templates and vector storage, then deploy web chat or connect their apps to messaging platforms and APIs.

Knowledge base chatbotsVector searchPrompt engineeringMessaging integrationsAPI
Review
IR
Catalog evaluation

Fitness

IronIQ

IronIQ is an iPhone workout tracker for following structured routines, building custom workouts, and monitoring training progress. It includes workout guidance, recovery timing, progress charts, iCloud syncing, and Apple Watch and Apple Health support for people who train in the Apple ecosystem.

Workout trackingStrength trainingApple WatchApple HealthiCloud sync
Review
JA
Catalog evaluation

Search tools

Jina AI

Jina AI provides APIs and models for building search and retrieval systems. Developers can convert web pages to LLM-ready Markdown, generate multilingual multimodal embeddings, and rerank documents to improve relevance in enterprise search and RAG applications.

Web content extractionEmbeddingsRerankingRAGMCP
Review
KA
Catalog evaluation

Developer tools

Kaba

Kaba is an open-source digital laboratory that describes a local, privacy-focused approach to building models from a person's actions, experiences, interests, and context. Its website presents Kaba as free software, but states that the download is coming soon.

Local-firstData privacyMachine learningMultimodal
Review
KA
Catalog evaluation

Enterprise AI

Kern AI

Kern AI provides confidential AI software for enterprises building knowledge agents and internal LLM assistants. Its platform supports enterprise integrations, secure retrieval of company information, encrypted processing, and tools for teams to deploy AI applications while meeting EU data-compliance requirements.

Confidential computingKnowledge agentsData securityEnterprise searchLLM integration
Review
KA
Catalog evaluation

AI agents

Kore.ai

Kore.ai provides an enterprise platform for building, deploying, governing, and monitoring AI agents. Teams can create multi-agent systems with tools, knowledge sources, workflows, and model integrations for customer service, employee productivity, and industry-specific business applications.

Enterprise AIMulti-agent orchestrationAgent builderRAGLLM integrations
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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