Check readiness
Review data quality, lifecycle definitions, permissions, knowledge sources and the processes an AI feature would depend on.
HubSpot & RevOps expertise
CRM readiness, use-case scoping and controlled HubSpot AI pilots, with defined owners, review paths and validation criteria.
Explore HubSpot & RevOps auditThe work behind the offer
Before adding an agent or assistant, establish what it will read, what it may change and who will review the result. I help teams prepare their HubSpot data and processes for a bounded AI use case.
The starting point is a process your team needs to improve. The scope sets out the decisions to make, the configuration to change and how we will test it.
Review data quality, lifecycle definitions, permissions, knowledge sources and the processes an AI feature would depend on.
Define inputs, allowed actions, a human review path, stop conditions and acceptance checks. Confirm feature availability in the actual account.
Assess output quality, exceptions, adoption and consumption. Document ownership and the decision to extend, adjust or stop the pilot.
Start a conversation
Describe the process that is causing friction, the teams involved and what needs to change. You do not need a technical brief to start the conversation.
Based in Barcelona · Previously Paris and London