ozIQ is an AI-driven operational intelligence platform purpose-built for enterprise analytics environments. As BI ecosystems become increasingly fragmented across platforms, cloud infrastructure, real-time workloads, and AI-driven analytics, operational visibility and reliability become harder to manage. Unlike traditional observability tools that focus primarily on infrastructure and pipelines, ozIQ understands BI-native operational behavior — including query bottlenecks, report failures, cache inefficiencies, workload contention, usage patterns, and configuration drift. ozIQ provides a unified intelligence layer that helps enterprises detect issues earlier, prioritize business impact, reduce operational disruption, and improve analytics reliability across enterprise BI environments. Launching on MicroStrategy with a roadmap to Power BI, Tableau, and, broader analytics ecosystems.
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Enterprises increasingly rely on dashboards, reports, and real-time analytics to operate critical business functions. However, as analytics ecosystems scale across multiple BI platforms, cloud services, and AI-driven workloads, operational complexity continues to grow. Existing observability tools monitor infrastructure and data pipelines but lack visibility into BI workload behavior, user experience, query performance, report failures, and analytics-specific operational risks. As a result, organizations often discover BI issues too late — after productivity loss, executive escalation, operational disruption, or customer impact has already occurred.
ozIQ provides a unified operational intelligence layer for enterprise analytics operations. The platform continuously analyzes telemetry across workloads, infrastructure, configurations, and usage behavior to detect anomalies, identify performance bottlenecks, diagnose root causes, and prioritize issues based on business impact. By combining BI-native observability with AI-assisted operational intelligence, ozIQ helps organizations improve analytics reliability, reduce operational disruption, and detect issues before they escalate into customer-facing incidents.
ozIQ is currently in MVP development and early pilot discussions with enterprise BI organizations. The founding team brings more than 25 years of experience managing large-scale analytics environments supporting thousands of users across enterprise BI platforms. The platform is being developed alongside a technical founding engineering partner with deep expertise in enterprise analytics infrastructure, observability architecture, and BI platform operations.
Oliver Zapanta
founder