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
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
SA
Catalog evaluation

Data labeling

Scale AI

Scale AI provides training data, model evaluations, and full-stack AI systems for enterprises, governments, and model developers. Its products support data annotation and management, generative AI application development, red-teaming, benchmarking, and the deployment of AI systems with human review.

Data annotationHuman-in-the-loopRLHFModel evaluationGenerative AI
Review
TI
Catalog evaluation

Time tracking

Timely

Timely automatically records work activity and uses AI to draft timesheets for user approval. It helps agencies, consultancies, SaaS businesses, and professional-services teams report billable time, monitor project health, manage budgets, plan capacity, and connect work data with their existing tools.

Automatic time trackingAI timesheetsCapacity planningProject budgetingQuickBooks
Review
UN
Catalog evaluation

Learning management systems

Unschooler

Unschooler is a SaaS platform for creating, hosting, and managing white-label learning academies. It generates interactive courses from organizational expertise and uploaded files, adds AI learning assistants, quizzes, and assignments, and provides skills analysis and progress metrics for workforce development.

AI coursesSkills assessmentsWhite-label academyTraining analyticsStripe payments
Review
WA
Catalog evaluation

AI agents

Wand

Wand provides enterprise infrastructure for creating, managing, and scaling AI agents alongside human teams. Its Wand OS covers workforce governance, human-agent collaboration, process automation, agent training, and oversight across systems, tools, and departments.

Agent managementWorkflow automationHuman-agent collaborationEnterprise governanceOn-premise deployment
Review
SI
Discontinued record

Retail operations

stowree.io

Open the full product record for current fit, capabilities, pricing signals, and limitations.

Retail managementStore operationsWorkforce management
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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