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

SEO tools

AirOps

AirOps is an AI search and answer engine optimization platform for teams that need to track LLM visibility and turn opportunities into content work. It combines citation tracking, brand context, agent-led execution, and measurement across search and answer engines.

AI searchAnswer engine optimizationCitation trackingContent refreshCMS integrations
Review
CH
Catalog evaluation

Customer support

Chatbase

Chatbase lets businesses build, test, deploy, and optimize AI agents trained on their data. Agents can handle customer support, sales conversations, and product guidance across chat, email, voice, messaging platforms, and helpdesk workflows, with analytics and integrations for operational control.

AI agentsCustomer support automationHelpdeskVoice agentsCRM integrations
Review
DA
Catalog evaluation

Sales automation

Datagran

Datagran provides coordinated AI agents for advertising, campaign execution, lead qualification, follow-up, and attribution. Teams set objectives and approval guardrails, connect ad accounts and customer systems, then supervise agents that work across the customer journey from demand creation through revenue measurement.

AI agentsLead conversionAd campaignsAttributionCRM
Review
FA
Catalog evaluation

AI observability

Fiddler AI

Fiddler AI is an enterprise AI control plane for monitoring, evaluating, securing, and governing agents, LLM applications, and traditional ML models. It gives teams execution context and decision lineage, applies guardrails, and supports continuous evaluation throughout the AI lifecycle.

Agentic observabilityLLM monitoringGuardrailsAI governanceModel evaluation
Review
HY
Catalog evaluation

Retail analytics

Hypersonix

Hypersonix is an agentic commerce platform for retailers and eCommerce brands. Its ProfitGPT platform connects business and market data to automate and explain decisions across pricing, promotions, competitor tracking, inventory, and demand forecasting.

Retail pricingeCommerceDemand forecastingInventory managementCompetitive intelligence
Review
JA
Catalog evaluation

AI governance

Jaxon

Jaxon is an AI verification layer for organizations using LLMs in regulated or high-stakes workflows. It converts policy requirements into structured logic, evaluates model outputs against those rules, and returns auditable outcomes for deployment through APIs or custom solutions.

LLM guardrailsPolicy automationFormal verificationComplianceAPI integration
Review
MA
Catalog evaluation

Healthcare

Magical

Magical deploys specialized AI agents for healthcare operations, from patient access through revenue cycle work. Healthcare organizations can deploy ready-made agents, combine them into autonomous suites, or build custom agents trained on their operating procedures and systems.

Healthcare OperationsPrior AuthorizationPatient ReferralsBenefits VerificationRevenue Cycle
Review
ME
Catalog evaluation

Voice AI

MetaVoice

MetaVoice is a duplex speech model for revenue-call agents. It listens while speaking to handle interruptions, overlap, and background voices, while developers configure the workflow, tools, guardrails, and agent personality for their calling use case.

Revenue callsFull-duplex voiceVPC deploymentVoice agents
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
RA
Discontinued record

MLOps platforms

Radicalbit

Radicalbit provides enterprise AI infrastructure for deploying and serving ML, computer-vision, and LLM applications. Its products cover real-time ML pipelines, model observability, open-source AI monitoring, and an AI Gateway for routing, guardrails, usage controls, and visibility across AI traffic.

Model monitoringLLM observabilityData drift detectionAI GatewayEvent stream processing
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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