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.

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
CO
Catalog evaluation

Developer tools

CoTester

CoTester is TestGrid's AI software testing agent for generating, refining, debugging, and running test cases. Teams can turn stories or specifications into test logic, execute tests on real browsers and devices, and retain control through approval checkpoints, editable steps, and downloadable test code.

AI test generationSelf-healing testsCross-browser testingMobile testingJira integration
Review
EM
Catalog evaluation

Resource management

EmployPlan

EmployPlan is a resource-management platform for building and staffing service projects around employees’ skills, experience, availability, and cost fit. It also identifies skill gaps, recommends training or mentoring, and connects staffing plans with professional-services and time-tracking workflows.

Project staffingSkills matchingProfessional servicesTraining managementJira
Review
JI
Catalog evaluation

Work assistants

Jigso

Jigso is an AI work assistant that connects business applications and files in one place. Teams can ask questions, create custom alerts, track keywords and mentions, generate reports, and receive workflow insights through its Slack-based assistant and enterprise platform.

SlackJiraSalesforceCustom alertsReporting
Review
KR
Catalog evaluation

Product management

Kraftful

Kraftful was a voice-of-customer platform for product teams that analyzed unstructured feedback and turned it into product insights. Amplitude acquired Kraftful in July 2025 and stated that the standalone Kraftful platform would shut down as its technology was integrated into Amplitude.

Voice of customerFeedback analysisProduct researchUser surveysJira
Review
MA
Catalog evaluation

Product management

Monterey AI

Monterey AI is a product-insights platform for gathering customer feedback, analyzing feedback data, and turning it into product decisions. Its current website states that Monterey AI has been acquired by Reforge, while continuing to present product feedback workflows and an application sign-up option.

Product FeedbackFeature RequestsUser ResearchLinearJira
Review
OA
Catalog evaluation

Meeting assistants

Otter.ai

Otter.ai records and transcribes meetings, then turns conversations into searchable notes, summaries, action items, and insights. Teams can ask questions across meeting knowledge and send results into tools such as Salesforce, HubSpot, Slack, Jira, Notion, and Google Docs.

Meeting transcriptionAI meeting notesAction itemsMeeting summariesCRM integrations
Review
OW
Catalog evaluation

Software testing

OwlityAI

OwlityAI is an autonomous QA platform that scans an application, generates test scenarios and automation scripts, runs tests in parallel, and reports bugs. It is designed for teams that want automated end-to-end, functional, integration, and regression testing without maintaining test scripts.

End-to-end testingRegression testingJiraCI/CDComputer vision
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
US
Catalog evaluation

Product management

Userdoc

Userdoc helps software teams define, manage, and document requirements for new projects, existing platforms, and legacy systems. Its AI supports structured requirements work and code-to-documentation workflows, helping teams create a shared source of truth for product and engineering decisions.

User storiesRequirements documentationCode documentationUser personasJira
Review
BI
Discontinued record

Developer tools

Bito

Bito provides codebase context and AI code reviews for development teams. It connects with GitHub, GitLab, Bitbucket, and supported IDEs to review pull requests and help developers work with repository and Jira context.

AI code reviewPull requestsGitHubGitLabIDE integrations
Review
GA
Discontinued record

AI assistants

Get-Answer

Get-Answer is a personal AI assistant that provides a single interface for multiple language models, reusable chat profiles, prompt organization, and saved chat outputs. It is available through web and mobile apps plus a Chrome extension, with corporate options for data sources, SSO, Slack, and Jira.

Multi-model chatPrompt libraryChrome ExtensionPersonal knowledge baseNotion
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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