Maux is a SaaS AI agent platform that lets teams design, configure, and launch intelligent autonomous agents without deep infrastructure management. Users can choose from modular templates, customize prompt chains, and integrate with APIs like Slack, CRM systems, or databases. Maux supports multi-agent orchestration, letting agents communicate and coordinate on complex tasks. Built-in monitoring dashboards and logs provide insight into performance, usage metrics, and error handling. The platform also offers version control, role-based access, and webhook triggers, enabling seamless deployment of production-grade AI agents for customer support, research automation, data processing, and workflow automation.

CrewAI provides an AI-driven workspace for designing, training and deploying digital workers without writing a line of code. Users record their manual web interactions once, then CrewAI’s engine generalizes and repeats the steps on demand. Digital workers can authenticate, scrape data, complete forms, make decisions based on conditions and connect to external services via API. This accelerates process automation for sales outreach, data reporting and administrative workflows, scaling tasks across teams while ensuring reliability and compliance.

Mastra provides a visual interface for designing, testing, and deploying AI agents without writing code. Users can drag and drop nodes to create multi-step workflows that integrate language models, computer vision, and custom scripts. Data connectors allow seamless retrieval from databases, CRMs, or web services, while built-in analytics track agent performance. Teams can collaborate in real time, version control workflows, and roll back changes. Once tested, agents can be deployed with a single click to web chat widgets, messaging apps, or REST APIs. Monitoring dashboards surface usage metrics, error alerts, and optimization suggestions to maintain and improve agent effectiveness over time.

Nefi.ai is a cloud-based platform for designing, training, and orchestrating AI-powered agents without writing code. It offers a visual canvas to assemble blocks like LLM modules, vector database retrieval, external API calls, conditional logic, and memory stores. Agents can be trained on custom documents or linked to enterprise data. Once built, they deploy as chatbots, email assistants, or scheduled tasks. Advanced features include monitoring dashboards, version control, role-based access, and integrations with Slack, Teams, and Zapier.