Mingleego

Mingleego provides a no-code platform for creating and deploying AI assistants across web and messaging channels. Aimed at businesses seeking to automate customer interactions, it enables users to launch an AI assistant in approximately 15 minutes without requiring engineering expertise. The platform offers a visual builder and ready-made templates to facilitate the creation of production-ready assistants.

Mingleego supports multi-channel delivery, allowing a single assistant to operate on a website as well as messaging platforms such as Telegram, WhatsApp, Slack, Discord, Instagram, and Messenger. Users can manage these channels from a unified dashboard. The web chat feature allows for customization, including brand colors, position, avatar, and welcome message, with deployment achieved by embedding a snippet on a website.

The tool integrates with various services including Google Calendar, Gmail, Shopify, HubSpot, Outlook, and eBay, enabling assistants to interact with these platforms. Mingleego offers multi-LLM support, letting users select from AI models such as GPT-4o, GPT-4.1, GPT-5, or GPT-4.5 for each assistant, with options to optimize for cost, speed, or reasoning depth. For knowledge management, it includes file search capabilities: users can upload documents in PDF, CSV, JSON, or TXT formats (up to 500 MB total), and the assistant can provide answers based on this knowledge base using retrieval-augmented generation (RAG). Web search functionality is also mentioned, though details are truncated.

Mingleego is delivered as a web-based service and offers a free-to-start pricing model. Its features are designed to cover the full lifecycle of customer-facing AI, from building and customizing assistants to managing their deployment and integrations across multiple platforms.