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About
Services
Ozessa EngineAutomated ReconcilerCompute Cost ControlData Architecture AssessmentManaged Reliability
Calculator
Pricing
FAQ
Resources
Insights HubComprehensive GlossaryPlatform CompareSunday Tax ToolFabric Cost Tool
Book a consultation
Ozessa

We build and manage reliable data systems inside your Microsoft Fabric workspace. You own everything.

Corporate Entity

Ozessa is a trading name of OZESSA LTD.
Company No. 17120532 (England & Wales)

Registered Office:
167-169 Great Portland Street
5th Floor
London, W1W 5PF

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Insights
Strategic Overview
The ROI of Data Reliability Engineering
Owned by you. Built for truth.

The ROI of Data Reliability Engineering

Why DRE is the most valuable hire for high-growth SMEs.

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FABRICENGINE
ERP
CRM
API
SQL
IoT
XLS
DeploymentInside your Microsoft tenant
Data Ownership100% yours
Lock-inNone - you keep everything
Built on Microsoft FabricEnterprise-grade architecture
Operational Depth
TL;DR / Executive Summary

Data downtime costs businesses up to $10k per hour in lost productivity.

DRE reduces technical complexity and prevents logic drift at scale.

Reliable data increases the valuation of the enterprise.

Read Time
12 MIN READ
Authority
Strategic Overview
Tier
Technical Evaluation
KEY FACTS
FACT_01

Implementing DRE reduces incident response time by 75%.

FACT_02

Average ROI of DRE initiatives exceeds 300% in Year 1.

FACT_03

DRE eliminates 90% of manual data cleaning labor.

Definition

What is Data Reliability Engineering (DRE)?

A discipline that applies software engineering principles to data systems to ensure they are scalable, available, and mathematically accurate.
Problem analysis
A. Symptom

Visible Signal

KPIs change retroactively due to upstream logic updates.

B. Business Impact

Consequence

Boardroom reports are constantly questioned by stakeholders.

C. Hidden Failure

Architecture Flaw

Treating data as a static byproduct rather than a living product.

Root cause

Traditional data teams focus on dashboards. DRE teams focus on the factory that builds the data. By automating the audit trail, DRE ensures that every number is mathematically defensible.

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

Establishing Data SLAs (Service Level Agreements).

2

Automated Circuit Breakers for unreliable pipelines.

3

Structural Verification of transformation logic.

Business impact
50 hrs/mo
Time Recovered
$60,000/yr
Cost Mitigation
Systemic Board Trust
Risk Exposure
100.00%
Metric Accuracy
Technical Analysis

Don't hire more analysts; hire a Data Reliability Engineer. Ozessa provides DRE-as-a-Service to harden your infrastructure without the Weekend Recovery Work.

KEY TAKEAWAYS
  • ●DRE is a profit center, not a cost center.
  • ●Data reliability is the foundation of AI success.
KEY DATA POINTS
ROI: 300%+
Efficiency: 75% Faster Recovery
On this page
  • Executive Summary
  • Key Facts
  • Definition
  • Problem analysis
  • Root Cause
  • Our Solution
  • Business Impact
  • Technical Analysis
  • Key Takeaways
Share Record
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The ROI of a Independent Data Estate

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Moving from Manual Data Work (Manual Work) to Data Dividends

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What is a Data Estate? Strategic Guide & ROI Blueprint

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View all in cluster

Need a forensic architecture audit?

We identify the manual cost and technical debt hidden in your current data estate.

Start Audit
DATA ASSESSMENT

Request a data architecture review.

Stop relying on manual spreadsheets. Establish a reliable baseline and automate your reporting.

Book a consultation
Let's talk

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 Fabric
Enterprise-grade architecture
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