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Correction: HubSpot vs Zoho CRM

Date: Feb 16, 2026
Error Source: Minnie conversation (not committed documents)
Correction: ZTAG uses Zoho CRM, NOT HubSpot


The Error

In conversation on Feb 16, I incorrectly stated:

This is wrong. ZTAG uses Zoho CRM, not HubSpot.


The Correct Information

ZTAG Tech Stack (from MEMORY.md):

"Zoho ecosystem (CRM, Books, Cliq, Desk, Analytics, Creator)"

Correct CRM: Zoho CRM
Correct Accounting: Zoho Books
Correct Support: Zoho Desk
Correct Team Chat: Zoho Cliq

The CSV files (Deals_2026_02_15.csv, Leads_2026_02_15.csv) are Zoho CRM exports, not HubSpot.


Why This Error Happened


Corrections Made

  1. This document - Explicit correction for the record
  2. MEMORY.md - Added emphasis on Zoho ecosystem (see "Tech Stack" section)
  3. Future references - Always use "Zoho CRM" not "HubSpot"

What This Means for Week 1 Actions

Before (incorrect):

After (correct):

Technical difference:


Lesson Learned

When user provides correction:

  1. ✅ Acknowledge error immediately
  2. ✅ Trace where error originated
  3. ✅ Correct all source documents
  4. ✅ Update MEMORY.md to prevent recurrence
  5. ✅ Document correction for audit trail

Principle: "Always correct the source if I correct you." (Quan, Feb 16 2026)


Status: Corrected
Owner: Minnie
Committed: Yes