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.

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
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
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
B1
Catalog evaluation

Website builders

B12

B12 is an AI website builder for creating custom websites, stores, and web apps from a description. It provides conversational and visual editing, with paid plans adding custom domains, backends, commerce, integrations, analytics, and client-engagement tools for managing contacts and payments.

AI website builderNo-code developmentWeb appsEcommerceClient management
Review
BA
Catalog evaluation

Business finance

Bandofacile

Bandofacile helps companies and consultants find public funding calls and prepare application documentation. Users provide company and project details, then use grant search, notifications, a virtual assistant, and customized documentation services to support their application process.

Grant discoveryGrant applicationsDocument generationBusiness fundingItalian grants
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
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
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
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
FE
Catalog evaluation

Meeting assistants

Fellow

Fellow is an AI meeting assistant that records, transcribes, and summarizes meetings, then centralizes recaps and action items in a permissioned library. It supports pre-meeting preparation, searchable meeting insights, and workflow automations for tools including CRM and project-management platforms.

Meeting transcriptionMeeting summariesAction itemsZoomMicrosoft Teams
Review
FA
Catalog evaluation

Meeting assistants

Fireflies.ai

Fireflies.ai records, transcribes, summarizes, searches, and analyzes team conversations. It can join or record meetings across major conferencing tools, identify speakers, generate notes and action items, surface conversation insights, and send meeting data to connected CRM, project-management, ATS, and Slack tools.

Meeting transcriptionAI meeting notesConversation intelligenceCRM integrationsAction items
Review
GE
Catalog evaluation

Research assistants

genei

genei is an AI-powered research and note-taking tool for analyzing PDFs and webpages. It summarizes reading, extracts keywords, supports semantic search and question answering, and provides projects, annotations, notes, citations, references, and exports for research and writing workflows.

Document summarizationPDF analysisSemantic searchCitation managementResearch notes
Review
JI
Catalog evaluation

Social media management

JibeWith

JibeWith generates online content from pre-configured post types instead of manually written prompts. Users can set tone, keywords, and target audience details, then organize generated posts and their source inputs into separate projects.

Social media contentAudience targetingContent generationProject organization
Review
LO
Catalog evaluation

Project management

LotseAI

LotseAI is an AI program manager that connects project information across workplace tools and makes it queryable from Slack. It helps teams retrieve source-cited answers, draft project reports and stakeholder summaries, and surface risks and decision-support insights.

Program ManagementSlackProject ReportingKnowledge SearchRisk Analysis
Review
MA
Catalog evaluation

HR software

ManageBetter

ManageBetter is a performance-management platform for managers and HR teams. It combines AI-assisted performance-review drafts with continuous feedback, project and achievement tracking, 360-degree peer reviews, and employee insights based on the team's recorded work and goals.

Performance reviewsContinuous feedback360 feedbackEmployee insightsGoal tracking
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
MO
Catalog evaluation

Task management

MOTIV8

MOTIV8 is a self-growth planner that turns goals and curated ideas into detailed task lists. The mobile app combines GPT-powered goal decomposition, a personal to-do organizer, task sharing, and cloud synchronization to help users organize projects and pursue new interests.

Goal PlanningTo-Do ListsPersonal GrowthCloud SyncMobile App
Review
SA
Catalog evaluation

Knowledge management

Saga

Saga is a collaborative workspace that combines connected notes, documents, tasks, and an AI assistant. Teams can organize knowledge with links, references, live blocks, and search, then manage work from integrated task lists and Kanban boards.

Connected notesDocument collaborationAI writingKanban boardsGoogle Drive
Review
SE
Catalog evaluation

Meeting assistants

Sembly

Sembly records and transcribes meetings, then turns conversation data into notes, action items, insights, and client-ready documents. It connects meeting data to CRM, project management, collaboration, and storage tools, helping professional teams automate post-meeting workflows.

Meeting transcriptionMeeting notesTask managementWorkflow automationZoom
Review
SI
Catalog evaluation

Marketing

Simplified

Simplified is a marketing workspace where teams use AI agents to plan campaigns, create copy and media, manage approvals, publish across social channels, and review results. It also provides creative tools, social scheduling, project management, and API, CLI, and MCP access.

Marketing automationAI agentsSocial media schedulingAI video generationBrand management
Review
SS
Catalog evaluation

Video editing

Spikes Studio

Spikes Studio finds standout moments in long videos and turns them into short clips for social platforms. It combines clip editing, captions, platform formatting, publishing, analytics, and project management in a web-based video workflow.

Short-form videoVideo clippingCaptionsSocial media schedulingVideo analytics
Review
TA
Catalog evaluation

AI app builders

Taskade

Taskade is a workspace for creating hosted business apps, AI agents, and automated workflows from prompts. Teams can build or clone CRMs, dashboards, portals, and trackers, connect integrations, train agents on workspace data, and publish apps for internal or client-facing use.

AI agentsNo-code appsWorkflow automationClient portalsIntegrations
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