Bad Data =
Bad Decisions
If Salesforce isn’t clean, neither are your insights. And when data breaks,so do automations, dashboards, and trust in the system.
The Pain Points:
- Duplicates clutter records and confuse end-users
- Incomplete or inconsistent fields break automation flows
- Orphaned fields and metadata bloat slow performance
- Users lose trust and bypass Salesforce with spreadsheets
Outcome:
Dashboards you can rely on
Automations that don’t fail on missing data
A faster, leaner Salesforce org
AI and analytics that deliver accurate results
The Solution:
MLVeda’s Data-to-Deal Framework helps admins and developers transform messy Salesforce orgs into stable, scalable systems:
- Hygiene – Fix and standardize fields and records
- Prevention – Block bad data at entry
- Governance – Monitor, enforce, and optimize metadata
- AI-Readiness – Prepare org data for Agentforce and future automation

Questions ?