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.

EA
Catalog evaluation

Developer tools

Evidently AI

Evidently AI is an open-source framework for evaluating, testing, and monitoring LLM applications, RAG systems, AI agents, and predictive machine-learning models. Teams can use built-in or custom metrics, generate test cases, run evaluations locally or in the cloud, and track quality over time.

LLM evaluationML monitoringData driftRAG evaluationOpen source
Review
FE
Catalog evaluation

Threat intelligence

Feedly

Feedly is a threat intelligence platform for collecting, analyzing, and distributing contextualized intelligence. CTI teams use its agents and AI-assisted research tools to monitor relevant sources, investigate emerging threats, produce briefings, and deliver STIX-formatted intelligence into their security stack.

Cyber threat intelligenceThreat monitoringVulnerability intelligenceSTIXMCP
Review
FA
Catalog evaluation

AI observability

Fiddler AI

Fiddler AI is an enterprise AI control plane for monitoring, evaluating, securing, and governing agents, LLM applications, and traditional ML models. It gives teams execution context and decision lineage, applies guardrails, and supports continuous evaluation throughout the AI lifecycle.

Agentic observabilityLLM monitoringGuardrailsAI governanceModel evaluation
Review
GA
Catalog evaluation

AI development platforms

Gooey.AI

Gooey.AI is a low-code orchestration platform for creating, testing, and deploying collaborative AI workflows. Teams can combine prompts, knowledge files, code, and evaluations, run models from multiple providers, and deploy agents to web, WhatsApp, voice, SMS, Slack, and Facebook.

Low-code workflowsAI agentsMultilingual supportWhatsAppAPI
Review
LA
Catalog evaluation

Data labeling

Labelbox

Labelbox is a platform and labeling service for creating high-quality training and evaluation data for AI systems. Teams can manage multimodal datasets, configure annotation projects, use expert labelers, and run workflows for RLHF, model evaluation, fine-tuning, and agent tasks.

Training dataRLHFModel evaluationMultimodal dataHuman feedback
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

Martian

Martian is an AI research lab that makes selected tools available to developers. Its Gateway provides a single API for more than 200 models with OpenAI and Anthropic API compatibility, while its ARES and K-Steering projects support agent evaluation and inference-time behavior control.

LLM routingAPIMulti-model accessOpenAI compatibilityAgent evaluation
Review
ME
Catalog evaluation

Recruiting

Metaview

Metaview is an AI recruiting platform that helps teams source candidates, review applications, capture interview notes, generate reports, and create job posts. Its recruiting agents work from a team's hiring context to automate administrative work and surface relevant candidate insights.

Candidate SourcingApplication ReviewInterview NotesRecruiting AnalyticsJob Posts
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
SU
Catalog evaluation

Data labeling

SuperAnnotate

SuperAnnotate is a data platform for creating, curating, annotating, and evaluating multimodal training data. It combines customizable annotation workflows, quality review, managed expert talent, and integrations to support AI model training, fine-tuning, reinforcement learning, RAG evaluation, and agent development.

Multimodal dataRLHFFine-tuningRAG evaluationHuman-in-the-loop
Review
TO
Catalog evaluation

Business process automation

Totoy

Totoy designs and deploys tailored AI systems for existing company processes. Its engagements include a free workshop, an on-site potential analysis, and evaluated implementation for document handling, customer support, administration, controlling, quality control, and knowledge management.

AI agentsDocument automationCustomer support automationKnowledge managementQuality control
Review
TU
Catalog evaluation

Recruiting

TurboHire

TurboHire is a recruiting platform for high-volume hiring that coordinates sourcing, screening, interviews, feedback, approvals, and candidate communication. Its SuperAgent automates hiring workflow execution while the platform connects HRMS, assessment, background-verification, job-board, communication, and VoIP systems.

High-volume hiringCandidate screeningInterview schedulingHiring workflowsCandidate sourcing
Review
TY
Catalog evaluation

Customer service

Typewise

Typewise is an enterprise customer-service platform that orchestrates AI agents across channels, knowledge sources, and business systems. It helps teams automate ticket resolution, take actions in connected tools, and route complex or risky cases to people through configurable approvals and handoffs.

Customer service AIHuman-in-the-loopCRM integrationsWorkflow automationKnowledge management
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
CH
Discontinued record

AI agents

Charigent

Charigent is an all-in-one AI workspace for creators, marketers, agencies, and developers. It combines chat, image creation, content production, knowledge-grounded agents, visual workflow automation, and publishing tools so teams can run connected AI workflows from one subscription.

AI ChatImage GenerationContent CreationKnowledge BaseWorkflow Automation
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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