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.

AU
Catalog evaluation

Manufacturing software

Augmentir

Augmentir is a connected worker platform for manufacturing and service teams. It combines digital work instructions, skills management, remote collaboration, industrial AR, and AI-powered insights to support frontline operations, training, maintenance, safety, and quality workflows.

Connected workersDigital work instructionsSkills managementIndustrial ARRemote collaboration
Review
CA
Catalog evaluation

Business intelligence

Capitol AI

Capitol AI helps organizations turn data, records, and research into governed workflows and auditable outputs. It connects sources, transforms data for AI, orchestrates models with lineage, and supports work across diligence, intelligence, public-sector analysis, research, and content operations.

Data integrationWorkflow governanceAudit trailsPublic sectorDue diligence
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
CR
Catalog evaluation

Customer service

Cresta

Cresta is an enterprise customer-experience platform that combines AI Agents, real-time Agent Assist, and Conversation Intelligence. Contact centers can automate customer interactions, guide human representatives during live conversations, and analyze conversation data to improve service quality, revenue outcomes, and operational efficiency.

AI agentsAgent assistConversation intelligenceQuality managementContact centers
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
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
FL
Catalog evaluation

Video editing

Flawless

Flawless provides DeepEditor and TrueSync for film and television teams to alter dialogue and performances in existing shots. Its assistive AI workflow supports visual dubbing, localization, ADR, censorship editing, and performance transfer while preserving approvals, project ownership, and production-grade outputs.

Visual dubbingLip syncDialogue localizationPerformance editingAvid
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
LI
Catalog evaluation

Writing assistants

Linguix

Linguix is a cross-platform writing assistant for individuals and teams. It checks grammar, spelling, punctuation, and style, rewrites text, and provides shortcuts, style guides, and writing analytics. It is available through browser extensions, web apps, office add-ins, mobile keyboards, and an API.

Grammar checkingText rewritingBrowser extensionStyle guidesWriting analytics
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
MY
Catalog evaluation

Data analytics

Myriade

Myriade is an AI-native data platform that connects to enterprise data warehouses and builds a trusted knowledge base through autonomous discovery, validation, and documentation. Data and business teams can use it for natural-language analytics, data quality work, cataloging, SQL optimization, and governed self-service insights.

Data warehousesData catalogData qualityNatural language analyticsSQL optimization
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

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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