Poor data quality
Missing, inconsistent, invalid or duplicate data creates rework and migration risk.
ENTERPRISE DATA • SAP TRANSFORMATION • AI
Built from 20+ years of enterprise data architecture, SAP migration, MDM and data-quality experience, THASSILI brings profiling, readiness and governance into one practical transformation lifecycle.
THE PROBLEM
ERP programs can lose time and budget when missing master data, duplicates, invalid configuration, broken dependencies and inconsistent business rules are discovered too late. Traditional remediation can also add layers of ETL tools, servers, licenses, integrations and specialist effort.
Missing, inconsistent, invalid or duplicate data creates rework and migration risk.
Data may extract correctly while still failing target configuration and business requirements.
Multiple ETL and quality tools can add infrastructure, interfaces, licenses and maintenance.
Manual profiling, reconciliation and repeated validation consume specialist hours.
Late discovery pushes remediation downstream, increasing cost and delaying go-live.
TRADITIONAL PATTERN
More moving parts can mean more integrations, technical dependencies, specialist resources and operational overhead.
THASSILI APPROACH
Use automation where it adds value, minimize unnecessary ETL/tool dependencies, and make findings actionable for business and data teams.
THE PLATFORM
Understand the data before you migrate it.
Validate that data is truly ready for the target.
Keep the data clean after migration.
MODERN TECHNOLOGY
Surface anomalies, quality issues and dependency breaks.
Turn technical evidence into clear business-friendly findings.
Focus remediation on issues with the greatest readiness impact.
Provide concrete corrective actions instead of ambiguous failure messages.
Use repeatable rules and intelligent scoring to improve consistency.
Keep evidence, before/after values, reasons and audit history visible.
BUSINESS VALUE
Automate repetitive analysis and validation.
Identify and resolve issues earlier.
Avoid unnecessary ETL, license and infrastructure layers.
Reduce rework and heavy implementation effort.
Move clean, validated and traceable data.
THASSILI is designed to simplify the data-readiness landscape; actual infrastructure and integration needs depend on each customer's source and target architecture.
FOUNDER'S STORY
After more than two decades in enterprise data architecture, SAP, S/4HANA transformation, data migration, MDM, data quality and governance, I kept seeing the same pattern: teams discover critical data issues too late and spend too much specialist time proving, reconciling and correcting what could have been identified earlier.
I created THASSILI to help the SAP community make data quality and readiness part of the transformation from day one — with practical automation, intelligent analysis and business-friendly remediation.
Ahmed Lakhal
Founder & CEO • Enterprise Data Architect & Solutions Architect

THASSILI DATA TECHNOLOGIES
Data Profiling & Quality • Enterprise Data Readiness • Master Data Management
Email: contact@thassilidata.com
Phone: (438) 985 1965
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