After Salesforce acquired Qualified (parent of Piper), every AI-agent buyer should audit their stack for CRM lock-in risk. Here is a practical framework: 6 questions, scored across vendors, with output to feed your next renewal cycle.
After Salesforce acquired Qualified (parent of Piper), the case for CRM- agnostic AI agents got sharper. Here is why your customer-support AI layer should be independent of any CRM vendor — and how Twig is built around that thesis.
Companies migrating from Salesforce to HubSpot, Pipedrive, or other CRMs often discover their AI agent layer is the hardest piece to move. Here is how to evaluate AI tools for portability — and why Twig was built CRM- agnostic from day one.
Salesforce acquired Qualified — the parent of Piper Agent — in 2025. Here is what the deal means for AI-agent buyers, the historical pattern of Salesforce acquisitions, and how to keep your customer-support AI layer CRM-agnostic.