Know before it escalates

Operational Intelligence for — Enterprise Analytics.

Detect. Prioritize. Resolve. Before it impacts the business.

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From visibility to resolution — with AI-driven prioritization.
Enterprise BI Health
15-min refresh
Platform Health
91%
Stable
Priority Issues
27
+11 today
Users Impacted
312
Needs attention
Priority Issue Detected
Priority

Failure rate increased from 4% to 23%. A recent credential change correlates with the start of the issue.

Strategy Power BI Tableau Enterprise Analytics
The ozIQ Platform

From platform signals to business impact.

Traditional monitoring shows infrastructure metrics. ozIQ connects those signals to the workloads, reports, users, and business services that actually matter.

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Platform Health

Monitor availability, workload pressure, execution patterns, queues, failures, and environmental health across the BI estate.

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Workload Intelligence

Understand which workloads are degrading, what changed, and where operational risk is beginning to accumulate.

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Issue Detection

Detect emerging failures, degrading workloads, and recurring operational issues before stakeholders escalate them.

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Change Correlation

Correlate incidents with recent configuration, credential, environmental, and workload changes.

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User Impact

Prioritize issues based on affected users, business reach, delivery criticality, and operational consequence.

AI

AI Advisory

Turn telemetry into evidence-based recommendations, prioritized actions, and executive-ready summaries.

AI Advisory

Evidence first. Action next.

ozIQ does not just describe the problem. It identifies the highest-priority operational issue, explains the evidence, and recommends what to do next.

1

Detect

Identify abnormal behavior, failures, and emerging risk.

2

Correlate

Connect the issue to recent changes and affected services.

3

Prioritize

Rank issues by user impact and operational urgency.

4

Advise

Provide an evidence-based, actionable response.

AI Advisory Generated 2 min ago
Priority Advisory

Operational Issue Prioritized

Failure rate increased from 4% to 23%
Average runtime increased by 17 minutes
312 users may be affected
Credential change detected two days earlier
Recommended Action Validate the datasource connection, test one affected workload, and rerun failed jobs.
Time Travel

Rewind the environment. See what changed before impact.

Move back through operational history to compare platform health, workload behavior, detections, prioritization, and configuration changes at a specific point in time. Time Travel helps teams replace guesswork with a shared evidence trail.

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Reconstruct the momentReview the environment as it appeared before, during, and after an issue.
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Correlate changes and detectionsConnect credential, configuration, workload, and content changes to emerging operational risk.
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Accelerate root-cause investigationGive administrators one historical narrative instead of scattered logs and screenshots.
Priority Issue DetectedHistorical incident reconstruction
24-hour history
Credential changed
P1 detected
Current
9:40 am
1:15 pm
4:00 pm
Selected moment1:15 pm · August 1
Failure rate4% → 23%
Runtime change+17 minutes
Users affected312 users
Designed for the Enterprise BI Stack

One operational layer across your analytics environment.

Start with the platform you operate today and expand into a unified intelligence layer across multiple BI and data ecosystems.

Strategy Platform, workload, dossier, delivery, and user intelligence.
Power BI Operational visibility for workspaces, refreshes, usage, and capacity.
Tableau Health, extract, job, content, and adoption intelligence.
Insights

Practical thinking for enterprise analytics operations.

Perspectives for leaders deciding how to operate, scale, and protect the analytics platforms their businesses depend on.

Build vs. Buy · August 1, 2026

Should enterprise analytics teams build their own operational intelligence platform?

A monitoring dashboard may be easy to start. Maintaining connectors, historical context, prioritization, security, and cross-platform operations is a different decision.

Read the article
See ozIQ in action

Operate enterprise BI with confidence.

See how ozIQ helps analytics teams detect operational risk, protect delivery, and act before users are impacted.

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