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.

AK
Catalog evaluation

Marketing analytics

Akkio

Akkio is an AI workflow automation platform for media agencies and data providers. It connects campaign data and business knowledge to help teams develop strategy, build audiences, simulate media plans, activate segments, and measure performance across campaign workflows.

Campaign strategyAudience segmentationMedia mix modelingPropensity modelingCampaign measurement
Review
AS
Catalog evaluation

AI governance

Asenion

Asenion is the current name for Fairly AI's AI governance platform, formed after Fairly AI acquired anch.AI. It helps organizations assess AI systems against regulatory and organizational obligations, test systems for risk, and maintain governance controls for predictive, generative, and agentic AI.

AI GovernanceAI ComplianceRisk ManagementRed TeamingISO 42001
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
CO
Catalog evaluation

Data analytics

Coginiti

Coginiti is a Semantic Intelligence platform for developing, governing, and deploying trusted business logic. Data teams can develop and test SQL, capture analytic knowledge, publish it through a governed semantic layer, and provide AI agents with curated context for auditable answers across their data estate.

Semantic layerSQLData governanceData lineageAI agents
Review
CO
Catalog evaluation

Content marketing

Contents

Contents is an AI content orchestration platform for enterprises that need to produce, approve, and manage brand-aligned content across markets and languages. It combines AI writing, image generation, brand voice controls, workflows, approvals, and audit trails for marketing and business content operations.

Content orchestrationBrand governanceMultilingual contentE-commerce contentContent approval
Review
CO
Catalog evaluation

AI detection

Copyleaks

Copyleaks is a content integrity platform for individuals, schools, and organizations. It detects AI-generated text and images, checks plagiarism, supports source-code verification and text moderation, and offers API, LMS, browser-extension, and Google Docs integrations for embedding detection into existing workflows.

AI text detectionPlagiarism checkingAcademic integritySource code verificationAPI
Review
CS
Catalog evaluation

Marketing tools

CrawlQ Studio

CrawlQ Studio turns brand documents into a shared Brand Memory for research, content workflows, and governance. It scores outputs against a five-dimension brand standard, provides traceable audit trails, and supports teams using their own AI-provider keys on EU-hosted infrastructure.

Brand governanceContent workflowsKnowledge graphsMarket researchAI compliance
Review
DA
Catalog evaluation

MLOps

Datatron

Datatron is an enterprise MLOps platform for operationalizing machine learning models, monitoring their production health, and supporting AI governance. It supports deployment across on-premises, cloud, and air-gapped environments, with integrations intended for existing enterprise infrastructure.

Model deploymentModel monitoringAI governanceKubernetes
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
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
HU
Catalog evaluation

Healthcare automation

Hubble

Hubble connects healthcare companies and operations teams with data from EHRs, payers, and patient records. Its platform provides mediated data access, no-code workflows, and governance capabilities for deploying permissioned, auditable healthcare agents and automations.

EHR integrationsPayer dataHealthcare workflowsPatient accessHIPAA compliance
Review
IL
Catalog evaluation

AI agents

IFS Loops

IFS Loops is an enterprise agentic AI platform that deploys governed digital workers across operational and customer experience workflows. Acquired by IFS in June 2025, it connects enterprise systems to automate multi-step work, provide real-time insights, and coordinate actions with approvals and audit trails.

Digital workersEnterprise automationCustomer experienceERPAgent governance
Review
IN
Catalog evaluation

Customer service

Inbenta

Inbenta is an enterprise customer and employee experience platform centered on its Encore agentic AI system. It combines AI agents, enterprise search, voice AI, knowledge management, workflow automation, and live-agent tools to automate support and internal workflows with governance and integration controls.

AI agentsEnterprise searchVoice AIWorkflow automationAgent assist
Review
JA
Catalog evaluation

Marketing automation

Jasper

Jasper is a marketing AI platform for creating and scaling on-brand content. Its agents, content pipelines, and shared brand context help teams produce campaigns, SEO content, personalized assets, and images while applying defined voice, audience, and style guidance.

Content generationBrand governanceMarketing workflowsSEOImage generation
Review
JA
Catalog evaluation

AI governance

Jaxon

Jaxon is an AI verification layer for organizations using LLMs in regulated or high-stakes workflows. It converts policy requirements into structured logic, evaluates model outputs against those rules, and returns auditable outcomes for deployment through APIs or custom solutions.

LLM guardrailsPolicy automationFormal verificationComplianceAPI integration
Review
MO
Catalog evaluation

AI Governance

Monitaur

Monitaur is enterprise AI governance software for establishing policies and controls, managing model risk and compliance, and automating validation. Its platform supports monitoring, documentation, reporting, and transparency for organizations governing internal and third-party AI systems.

Model GovernanceModel MonitoringModel ValidationRegulatory ComplianceEnterprise Software
Review
QO
Catalog evaluation

Developer tools

Qodo

Qodo is an AI code-review and governance platform for engineering organizations. It applies context-aware review to pull requests, IDE workflows, and Git, while helping teams define and enforce coding standards, analyze cross-repository impact, track findings, and govern AI-assisted software delivery.

Pull request reviewsCode governanceIDEGitCode quality
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
RO
Catalog evaluation

Software testing

RoostGPT

RoostGPT is an AI-native quality engineering platform for enterprise software teams. It connects requirements, source code, APIs, UI flows, and existing test assets to generate and maintain test coverage, provide governance evidence, and report release-readiness information across the software delivery lifecycle.

Test generationAPI testingUI testingUnit testingTest maintenance
Review
RU
Catalog evaluation

Image generation

RunDiffusion

RunDiffusion is a cloud platform for creative AI work across image generation, video generation, editing, model training, and open-source applications. It combines models from multiple providers with tools such as ComfyUI and Automatic1111, plus shared workspaces, workflow boards, usage controls, and team governance features.

AI image generationAI video generationComfyUIStable DiffusionLoRA training
Review
SH
Catalog evaluation

Video generators

Shuffll

Shuffll is an enterprise video platform that turns structured business data into on-brand videos at scale. It can connect through an API to CRMs, marketplaces, and other platforms, with configured templates, workflows, approval logic, and localization for customer-facing or internal video programs.

Text to videoPersonalized videoAPICRMBrand governance
Review
SI
Catalog evaluation

AI marketplaces

SingularityNET

SingularityNET is a decentralized AI organization and founding member of the Artificial Superintelligence Alliance. Its ecosystem includes AI agent development, GPU cloud infrastructure, an AI-native blockchain, developer tools, a marketplace, and a token used to access services, transact, stake, and participate in governance.

Decentralized AIAI agentsAI marketplaceBlockchain infrastructureFET token
Review
TA
Catalog evaluation

Code assistants

Tabnine

Tabnine is an AI coding platform for organizations that provides code completions, chat, and agentic workflows. It connects to repositories and development systems to deliver context-aware assistance, with deployment options for SaaS, on-premises, and air-gapped environments.

Code completionCoding agentsIDE integrationCLIPrivate deployment
Review
TY
Catalog evaluation

Marketing automation

Typeface

Typeface is an enterprise marketing platform that connects brand intelligence, marketing agents, and business systems to coordinate campaign work. Teams can plan, create, review, approve, personalize, and publish content while applying brand standards and governance controls across channels.

Campaign orchestrationBrand governanceMarketing agentsContent personalizationEnterprise 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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