Insights

Insights

Notes for RevOps leaders putting AI agents on Salesforce or HubSpot without sending customer data out of AWS.

September 7, 2026

Per-task automation billing doesn’t scale

Your automation bill is a metering problem, not a plan problem. Tasks, credits, and executions all scale with event volume.

August 24, 2026

Grok Bot for business, OpenClaw for enterprise, and Hermes for business

People searching Grok Bot for business, OpenClaw for enterprise, or Hermes for business want an autonomous agent that does real work. Not another chatbot.