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.

Search products, capabilities, and workflowsBrowse the index ↓
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.

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
AA
Catalog evaluation

Sales tools

AutoRFP.ai

AutoRFP.ai helps teams prepare RFPs, due diligence questionnaires, and security questionnaires using approved company content. It imports common bid formats and web portals, drafts grounded responses, supports live collaboration, and connects to content and sales systems.

RFP responsesSecurity questionnairesContent librariesSalesforce
Review
KA
Catalog evaluation

Enterprise AI

Kern AI

Kern AI provides confidential AI software for enterprises building knowledge agents and internal LLM assistants. Its platform supports enterprise integrations, secure retrieval of company information, encrypted processing, and tools for teams to deploy AI applications while meeting EU data-compliance requirements.

Confidential computingKnowledge agentsData securityEnterprise searchLLM integration
Review
TE
Catalog evaluation

Developer tools

Tempo

Tempo is a code-first collaborative workspace for product teams. It lets teams edit real React code visually, create code-aware product requirements, track work on kanban boards, and run coding agents in parallel worktrees while keeping product, design, and code context connected.

React developmentVisual editingProduct requirementsKanban boardsCoding agents
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
WM
Catalog evaluation

Product management

Write My PRD

Write My PRD helps product teams turn basic feature information into an initial product requirements document. Users supply a product and feature description, requirements, and user feedback, then generate a PRD draft they can copy to Slack or download for further work.

Product requirements documentsProduct planningFeature specificationChatGPTSlack
Review
CL
Discontinued record

Product management

Clariteia

Clariteia is a product-planning platform that turns a business idea into software planning artifacts. Its website describes automated creation of user personas, user stories, pains, roadmaps, epics, features, and functional or non-functional requirements for a proposed product.

RoadmapsUser personasUser storiesRequirementsSoftware architecture
Review
UM
Discontinued record

Product management software

Umbrellabird

Umbrellabird was presented as a tool for turning recorded user interviews and notes into product-document drafts. Its official LinkedIn profile describes transcript analysis, summaries, action items, jobs-to-be-done, and document generation, but the official domain was unavailable during verification.

User interviewsInterview analysisProduct requirements documentsMeeting recordings
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.

Evaluating a product for a live workflow?

Bring the decision to our engineers