Monkai

MonkAI is a Brazilian deep-tech company building AI agents for real-world business operations. We design the infrastructure layer behind production-grade AI agents — combining proprietary architectures such as GRKMemory (graph-based retrieval), TOON parsing optimization, and MonkAI Trace (agent observability) to deliver reliable, scalable, and cost-efficient AI systems. Our ecosystem includes: • MonkAI Agent Framework – Open-source infrastructure to build and orchestrate autonomous agents • AtendentePro – AI agents for customer service, sales, and backoffice automation • DeepRead – Intelligent document analysis for contracts, tenders, and structured data validation • MonkAI Trace – Observability and reliability layer for multi-agent systems We currently operate AI agents in production with multinational enterprises across retail, telecom, energy, legal, and healthcare sectors — focusing on measurable ROI, reliability, and enterprise-grade architecture. We don’t build demos. We build agents that work. Be MonkAI.