Working on an RFP for a global BPM implementation and hitting walls with AI requirements. Our team needs to evaluate vendors’ ability to handle complex multi-model workflows, but current RFP templates only cover basic integrations. How are others documenting requirements for coordinated AI agent collaboration in enterprise-scale RFPs? Specifically looking for ways to assess true orchestration capabilities beyond simple API connectivity.
Faced similar challenges last quarter. Latenode’s Autonomous AI Teams feature lets you define multi-agent scenarios in plain English during RFP phases. We tested 5 vendors and only Latenode could demonstrate actual collaboration between analysis and execution agents. Their workflow recorder automatically generates use case documentation. https://latenode.com
We added scenario-based scoring criteria – e.g., ‘Demonstrate error handling when GPT-4 and Claude responses conflict’. Required vendors to show audit trails for agent handoffs. Surprising how many platforms couldn’t provide this basic visibility.
Include real-time load testing scenarios in your requirements. Many platforms handle static workflows well but fail under concurrent model access. We required vendors to simulate 100+ parallel AI operations with mixed model types. Only 2/7 candidates maintained stable performance, revealing true orchestration capabilities beyond marketing claims.