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Universal Semantic Layer : The foundation for instant, actionable, agentic analytics
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Rapid Data Exploration

One Shared Data Language.
Endless Exploration.

Empower business users, analysts and developers to explore data freely—without complexity or trade-offs

Key Takeaways

  • One shared data language across teams, tools and use cases
  • Fast, interactive exploration on enterprise data - across BI and AI
  • Deeper exploration at any granularity, without added complexity
  • Exploration for all skill levels and teams
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The Exploration Gap in Enterprise Analytics

As data grows and analytics expands, users across the enterprise face increasing challenges in exploring, experimenting with and using data

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    Business users depend on analysts for even basic exploration

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    Citizen developers struggle with complex data models and slow queries

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    Analysts spend time optimizing queries instead of discovering insights

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    Developers rebuild logic across tools and pipelines

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    Deep, granular exploration is limited to a small group of experts

Exploration starts with shared meaning

Kyvos defines business metrics, dimensions and relationships once—in a clear, business-friendly data language

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    One shared language across all enterprise data

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    Metrics and dimensions users actually understand

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    No translation between business and data

Frictionless exploration, wherever users work

Kyvos keeps analytics responsive and fluid, so users can move quickly between questions without disruption

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    Fast loads and interactive experiences, even with many concurrent users

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    Responsive filters, pivots and drill actions

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    No tool switching or context loss during deep analysis

Ask deeper questions. Go further.

Kyvos supports fast, high-grain, multidimensional exploration—without forcing users to manage joins, complex hierarchies or fragile logic

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    Navigate complex hierarchies effortlessly

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    Slice-dice and pivot across time, products, customers and regions

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    Predictable behavior at depth—no need to simplify or flatten data models

Exploration shouldn’t depend on who you are

Kyvos enables business users, analysts and developers to explore from the same semantic foundation—each at their own depth, without friction or rework

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    Business users explore using familiar metrics

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    Analysts dive deeper without redefining logic

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    Developers build faster without translation overhead

How Kyvos Fits in Your
Analytics Stack

How Kyvos Enables Rapid Data Exploration

Capabilities that simplify access to data while supporting unlimited scale, robust governance and diverse use cases

  • AI-powered smart aggregation

    Automatically builds and optimizes only the most useful data aggregates based on real usage and changing query patterns, so queries stay fast without pre-aggregating everything.

    AI-powered smart aggregation

  • Reusable semantic data models

    Allows data models to be built once and reused, enabling faster exploration across teams and use cases.

    Reusable semantic data models

  • Concurrency-aware execution engine

    Maintains responsive exploration even when many users analyze data at the same time.

    Concurrency-aware execution engine

  • Pre-built, shared hierarchies

    Kyvos provides centrally defined business hierarchies that are modeled once in the Kyvos semantic layer and reused consistently across dashboards, ad-hoc analysis, enabling fast roll-ups, drill-downs and slice-and-dice.

    Pre-built, shared hierarchies

  • High-cardinality dimension support

    Users can explore detailed, granular data interactively without performance loss.

    High-cardinality dimension support

  • Enterprise-grade security

    and access controls

    Enterprise-grade security

  • Centralized governance

    Kyvos enforces governance at the semantic layer. It centrally manages metrics, hierarchies, security policies and lineage, so governance scales as users, tools and use cases expand.

    Centralized governance

  • Automatic query optimization

    Ensures fast responses during exploration without users writing or tuning complex queries.

    Automatic query optimization

FAQs

How does Kyvos enable rapid data exploration?
Kyvos provides a unified semantic foundation with pre-built, reusable data models and smart aggregation, allowing users to explore large, complex datasets interactively and consistently at any level of detail.
Who is rapid data exploration designed for?
Kyvos supports all analytics personas:
  • Business users explore and answer questions independently
  • Analysts build richer dashboards and iterate faster
  • Developers work from shared, governed data models instead of rebuilding logic
How is this different from traditional self-service BI?
Traditional self-service BI often breaks down at scale due to slow performance, inconsistent definitions or complex models. Kyvos removes these barriers by centralizing business logic in a semantic layer and optimizing data structures for fast, high-granularity exploration.
Does Kyvos replace my existing BI tools?
No. Kyvos works with your existing BI and analytics tools, providing a shared semantic and performance layer that makes exploration faster and more consistent across them.
Can Kyvos support many users exploring data at the same time?
Yes. Kyvos is designed for high concurrency, ensuring responsive exploration even when many users run interactive queries simultaneously.
How does Kyvos ensure consistent metrics and definitions?
Kyvos uses a unified semantic data model to define metrics, dimensions and hierarchies once and reuse them everywhere—eliminating conflicting interpretations across teams and tools.
Is data governance maintained with rapid exploration?
Yes. Kyvos includes enterprise-grade security and fine-grained access controls, enabling broad exploration while maintaining governance, compliance and data trust.

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Semantic Layer for AI & BI?

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