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Insights & Updates
Thoughts on data integration, operational intelligence, and building a single source of truth.
March 18, 2026 · Sami
Why Your CRM Data Is Lying to Your Sales Forecast (And How to Fix It)
Your CRM data might be the reason your sales forecast keeps missing. Here's why CRM data accuracy fails, the 5 fields causing the most damage, and a 5-step fix.
March 10, 2026 · Sami
How to Build a Single Source of Truth for Revenue Data (Without a Data Team)
Your Salesforce says one number. HubSpot says another. Stripe says something else entirely. Here's how to fix it — without hiring a data engineer.