Agent & workflow platforms — launches drive pilots to production
Key Questions
What recent acquisitions expand AI workflow capabilities?
Coupa acquired Tonkean to enhance AI-native intake and orchestration. The deal builds autonomous workflow features for procurement.
How is Google advancing agent platforms at I/O 2026?
Gemini is positioned as an Agent OS with tools like WebMCP and Antigravity. It supports building agents with their own computer via single API calls.
What uptake rate is seen for agent and workflow tools?
72% uptake occurs in key enterprise functions. Launches from Salesforce AgentExchange and Klarna drive pilots into production.
Which companies are deploying multi-agent systems?
Albertsons and Klarna have launched agentic applications. These include AI-powered shopping search integrated with ChatGPT.
What tools help move AI agents from prototype to production?
Dify, n8n, and OpenClaw OS support workflow automation. Persistent memory features in Claude Code further streamline production use.
How do agent-first workflows differ from traditional automation?
They prioritize headless systems and orchestration over rigid scripts. Salesforce AgentExchange exemplifies this shift in enterprise platforms.
What is the focus of production-aware AI tools?
Tools like Spinal validate code against live production systems. They ensure reliability when deploying AI-era teams and agents.
How are developers building agents with advanced Gemini features?
Gemini Omni and 3.5 Flash enable vision and complex task handling. Talks at Google I/O demonstrate single-API agent creation.
Multi-agent orchestration via Coupa-Tonkean, Salesforce AgentExchange, Albertsons, Klarna. Google I/O 2026: Gemini as Agent OS with WebMCP/Antigravity. 72% uptake in key functions.