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.

AI
Catalog evaluation

Data labeling

AIMMO

AIMMO provides enterprise services and software for collecting, curating, labeling, synthesizing, and evaluating AI training data. Its AIMMO Enterprise platform supports collaborative management of unstructured image, LiDAR, video, and text data, while AIMMO Core provides tailored data and Vision AI solutions.

Data CurationSynthetic DataAutonomous DrivingLiDAR AnnotationMLOps
Review
AB
Catalog evaluation

APIs

API.box

API.box provides developer APIs for generating music from text and handling related audio workflows. Its API collection includes music and lyric generation, music extension, vocal separation, WAV conversion, timestamped lyrics, and music video generation.

Music generationLyrics generationAudio processingMusic videoWebhooks
Review
AP
Catalog evaluation

Product management

Artificial Product Manager

Artificial Product Manager is a focused web tool for turning a plain-English feature description into a user story. It presents a single input workflow for product requirements, making it a lightweight option for drafting user-story language during feature planning.

User storiesRequirements writingAgile
Review
AR
Catalog evaluation

Marketplaces

Artwo

Artwo now presents a web application structured around robot listings, hosts, and booking management. Its production frontend is live, but the production backend configured by the application returns an application-not-found response, preventing verification of a usable customer service.

Robot rentalsPeer-to-peer marketplaceBooking management
Review
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
AY
Catalog evaluation

Project management

Ayanza

Ayanza is a team productivity and project-management platform that combines objectives, projects, tasks, notes, wikis, chat, and a newsfeed. Its paid plans add AI assistants and advanced workflows for teams that want to organize work and shared knowledge in one place.

Project planningTask managementObjectivesTeam wikiAI assistant
Review
AY
Catalog evaluation

Enterprise search

Ayfie

Ayfie connects enterprise files, systems, and cloud data to a shared context layer for AI assistants and agents. Teams can search internal knowledge, receive source-verifiable answers, draft work, and deploy capabilities in tools such as Slack, Teams, Copilot, or through an API.

RAGData connectorsAI agentsKnowledge retrievalMicrosoft Teams
Review
BR
Catalog evaluation

Social media management

BrandBastion

BrandBastion helps brands moderate, monitor, and manage social conversations across channels. Its configurable AI can identify harmful content, analyze sentiment, draft context-aware replies, and support managed community engagement workflows through a shared social inbox and reporting tools.

Social Media ModerationSentiment AnalysisCommunity ManagementSocial ListeningAI Replies
Review
BR
Catalog evaluation

Marketing

Briefly

Briefly provides AI agents for creative operations teams. Its agents triage incoming requests, identify missing information, scope work, and prepare briefs inside existing work-management tools, helping creative teams move requests forward while retaining human oversight.

Creative briefsRequest intakeProject managementSlackMonday.com
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
BU
Catalog evaluation

Knowledge management

bundleIQ

bundleIQ is an AI-powered knowledge management platform built around the Alani product suite. It helps individuals, publishers, and organizations turn files, content, and enterprise data into cited answers, searchable knowledge rooms, structured records, and agent-ready workflows.

Knowledge BaseSource CitationsDocument AnalysisMCPAI Workflows
Review
CA
Catalog evaluation

Finance

Casca

Casca is a loan origination platform for banks and other business lenders. It provides digital applications, applicant communication, document analysis, credit analysis, workflow management, and integrations to automate parts of the business loan process.

Business LendingLoan ApplicationsCredit AnalysisDocument ProcessingBanking
Review
CC
Catalog evaluation

Accounting

ccMonet

ccMonet combines AI bookkeeping, bank reconciliation, expense management, financial reporting, and accounting services for small and medium businesses. It processes financial documents, categorizes transactions, and provides reports and compliance support reviewed by qualified accountants.

Expense ManagementBank ReconciliationFinancial ReportingTax ComplianceSingapore
Review
CG
Catalog evaluation

Task management

checklist.gg

checklist.gg helps organizations create, run, and improve checklists, processes, and standard operating procedures. Teams can generate checklists from prompts, documents, text, or links, then assign steps, track progress, schedule recurring workflows, and analyze completion activity.

ChecklistsStandard operating proceduresTeam collaborationWorkflow automationChrome extensions
Review
CH
Catalog evaluation

Sales

Chirp

Chirp is an AI sales platform that lets reps speak deal updates, questions, commands, and notes instead of manually maintaining a CRM. Its Birdie companion maps details to records, identifies deal context, triggers follow-ups, and supports HubSpot, Salesforce, and Pipedrive workflows.

AI sales agentsCRM updatesDeal managementVoice commandsHubSpot
Review
CS
Catalog evaluation

Developer tools

Code Snippets AI

Code Snippets AI is a desktop and VS Code tool for storing, sharing, and discussing code snippets with AI. Teams can index local codebases, use open or closed-source language models, manage snippet libraries, and generate context to help developers understand and work with existing code.

Code snippetsCodebase indexingOllamaOpenRouterVS Code
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

Construction management

Cogram

Cogram is an AI platform for architecture, engineering, and construction teams. It combines project-specific assistance with meeting minutes, field reports, email management, and RFI and submittal workflows, helping firms work from their existing templates and connect to commonly used AEC software.

AECMeeting minutesField reportsRFI managementEmail management
Review
CO
Catalog evaluation

Game development

Cohezion

Cohezion helps game studios and publishers turn community conversations into structured bug reports, actionable feedback, and community insights. It connects Discord with project-management workflows so teams can collect details, review summaries, prioritize issues, and keep players updated.

Bug reportingPlayer feedbackCommunity analyticsDiscordJira
Review
CI
Catalog evaluation

Sales

Collective[i]

Collective[i] provides AI applications, agents, and relationship intelligence for revenue teams and individuals. Its products support sales forecasting, pipeline monitoring, contact and activity capture, prospect research, and relationship mapping through its sales platform and intelligence.com offering.

Revenue operationsSales forecastingRelationship intelligenceCRM automationAI agents
Review
CO
Catalog evaluation

Construction management

Constructable

Constructable is an all-in-one platform for commercial construction teams managing field work, projects, bids, drawings, documents, and financials. Its AI tools search project records, create punch-list items, and check submittals while the product supports offline work and later synchronization.

RFIsConstruction financialsTakeoffsPunch listsDocument management
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
CR
Catalog evaluation

Financial services

CrediLinq

CrediLinq provides Credit-as-a-Service infrastructure and business financing for digital platforms and SMEs. Its technology uses alternative data for credit assessment, while its APIs support customer onboarding, eligibility checks, loan management, payments, reporting, and embedded B2B financing workflows.

Credit-as-a-ServiceLending APIBusiness financingB2B paymentsCredit scoring
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

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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