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Services
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Pricing
FAQ
Resources
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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
Management Standard
Fabric Capacity Costs: Why Your Bill Spiked
Owned by you. Built for truth.

Fabric Capacity Costs: Why Your Bill Spiked

Managing Fabric Capacity smoothing, bursting, and throttling.

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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
Executive Summary

Un-governed Fabric environments exceed budgets by 40% on average.

Ad-hoc queries can trigger system-wide throttling.

Lack of cost attribution leads to cross-departmental budget friction.

Read Time
18 MIN READ
Authority
Management Standard
Tier
Technical Evaluation
KEY FACTS
FACT_01

Smoothing allows 24-hour cost averaging but hides peak risk.

FACT_02

Fabric Capacity consumption is non-linear and requires comprehensive monitoring.

FACT_03

Ozessa Compute Cost Control reduces waste by up to 35%.

Definition

What is Compute Cost Control?

The engineering discipline of architecting data workloads to maximize Fabric Capacity efficiency while maintaining strict cost boundaries.
Problem analysis
A. Symptom

Visible Signal

Microsoft bill is 3x the forecast amount.

B. Business Impact

Consequence

Project cancellation due to unsustainable OpEx.

C. Hidden Failure

Architecture Flaw

Bursting logic being triggered by inefficient SQL queries.

Root cause

Fabric capacity is like a battery. Bursting allows you to use more power than you have, but you must "pay it back" during quiet times. If your "cost" grows too high, Microsoft throttles your entire estate. This is a primary risk for AI-Ready Infrastructure, as un-optimized LLM workloads can consume capacity at an exponential rate.

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

Installing automated capacity circuit breakers.

2

Implementing Rank-Based workload prioritization.

3

Comprehensive Cost Attribution per department.

Business impact
N/A (Cost Focus)
Time Recovered
$15k/mo
Cost Mitigation
CFO-Level
Risk Exposure
Predictable
Metric Accuracy
Technical Analysis

Don't let your data lake become a money pit. Microsoft Fabric is powerful, but without the Ozessa management layer, its burstable compute model can lead to unpredictable financial exposure. The "Bill Shock" typically happens when background jobs (like large-scale data integration) compete with foreground reporting tasks for the same Fabric Capacity capacity.

At Ozessa, we implement Capacity Guardrails that ensure your production environment remains stable, predictable, and within budget. We leverage Smoothing Recovery windows to schedule heavy compute tasks during off-peak hours, maximizing your ROI on Fabric capacity.

By moving to a Managed Reliability model, you shift the burden of capacity management to our engineering team, ensuring that your data estate remains a growth engine, not a cost center.

KEY TAKEAWAYS
  • ●Smoothing is a double-edged sword.
  • ●Compute Cost Control is the only way to lock down Fabric OpEx.
KEY DATA POINTS
Metric: 35% Waste Reduction
Tool: Capacity Metrics App
On this page
  • Executive Summary
  • Key Facts
  • Definition
  • Problem analysis
  • Root Cause
  • Our Solution
  • Business Impact
  • Technical Analysis
  • Key Takeaways
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DATA ASSESSMENT

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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 Fabric
Enterprise-grade architecture
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