ozIQ is an AI-powered operational intelligence and observability 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 data 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 platforms. Launching on MicroStrategy with a roadmap to Power BI, Tableau, and broader enterprise 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. Traditional observability tools monitor infrastructure and data pipelines but lack visibility into enterprise analytics operations — including workload behavior, user experience, query performance, report failures, cache inefficiencies, and analytics-specific operational risks. As a result, organizations often discover analytics issues too late — after productivity loss, executive escalation, operational disruption, SLA breaches, delayed business decisions, or customer impact has already occurred.
Detect. Prioritize. Resolve. ozIQ provides a unified observability and operational intelligence platform for enterprise analytics operations. The platform continuously analyzes telemetry across workloads, infrastructure, configurations, and usage behavior to detect anomalies, prioritize business impact, diagnose root causes, and accelerate issue resolution.
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