Field Notes
How we run HubSpot like a warehouse-backed system: the methods, the failure modes, and the audits behind them. Drawn from real engagements, anonymized.
- The HubSpot Data Foundation Audit Methodology June 11, 2026
A repeatable methodology for auditing a HubSpot data foundation before migration, reporting, or automation: duplicates, properties, lifecycle, associations.
- Lifecycle Stage Drift: Why "Lead" Means Different Things in Different Portals June 11, 2026
Lifecycle stage drift silently corrupts funnel reporting. How it happens, why it breaks conversion math, and how to detect and govern it before it misleads you.
- When to Move RevOps Off Spreadsheets and Into a Warehouse June 11, 2026
A framework for the exact point where spreadsheet-based RevOps stops saving time and starts costing money, and what a warehouse-backed model replaces it with.
- A 13-Phase CRM Migration Postmortem: Zoho to HubSpot, 11.8k Records, 679 Merges June 11, 2026
A phase-by-phase, anonymized postmortem of a Zoho-to-HubSpot migration: ~11,800 records, 679 merges, and the sequencing and dedupe that kept it recoverable.
- Workflow Sprawl: How Many Active Workflows Is Too Many? June 11, 2026
A field-tested answer to the workflow-count question, drawn from an anonymized 189-workflow audit, plus a method for deciding what to keep, merge, or retire.