Ozessa uses Metadata-as-Code to ensure your business rules are transparent, auditable, and permanent. We eliminate the Logic Obfuscation of legacy ETL.
Owned by you. Built for truth.
Metadata-as-Code vs Drag-and-Drop ETL
DeploymentInside your Microsoft tenant
Data Ownership100% yours
Lock-inNone - you keep everything
Built on Microsoft FabricEnterprise-grade architecture
KEY FACTS
FACT_01
Metadata-as-code reduces maintenance overhead by 50%.
FACT_02
Code-first pipelines are 10x easier to audit than visual maps.
FACT_03
Ozessa mandates Metadata-as-Code for all comprehensive estates.
Definition
What is Metadata-as-Code?
The practice of defining data transformations, schemas, and management rules in version-controlled code rather than proprietary UI interfaces.
Problem analysis
A. Symptom
Visible Signal
Nobody knows "how" a specific metric is calculated.
B. Business Impact
Consequence
Inability to reproduce numbers or find logic errors.
C. Hidden Failure
Architecture Flaw
Business logic trapped in a "black box" visual tool.
Root cause
Visual tools are great for prototypes, but they fail in production. They lack the rigor of software engineering: peer reviews, automated tests, and immutable versioning.
Our solution
The Reliability Engine Response
Our architecture mandates a reliability-first approach, injecting comprehensive markers and circuit breakers into the core transformation logic.
1
Standardizing on SQL/Python transformation layers.
2
Implementing Git-based version control for all logic.
3
Automated documentation generated from code.
Business impact
30 hrs/mo
Time Recovered
$20,000/yr
Cost Mitigation
Logic Obfuscation
Risk Exposure
Verifiable
Metric Accuracy
Technical Analysis
Aleks
Lead Data Architect
Aleks is the Lead Data Architect at Ozessa, specializing in building mathematically verifiable data architectures on Microsoft Fabric. With a focus on long-term reliability and zero-lock-in data ownership, he engineers infrastructure that eliminates reporting risk.
KEY TAKEAWAYS
- ●Code is the only source of truth.
- ●Visual ETL is technical complexity in disguise.
KEY DATA POINTS
Model: Code-First
Benefit: Version-Controlled Truth
DATA ASSESSMENT
Request a data architecture review.
Stop relying on manual spreadsheets. Establish a reliable baseline and automate your reporting.
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Ready to fix your data?
Stop spending weekends reconciling spreadsheets. Let us build a reliable data system you own - inside your own Microsoft workspace.
DeploymentInside your Microsoft tenant
Data ownership100% yours
Lock-inNone - you keep everything
Built on Microsoft FabricEnterprise-grade architecture
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