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K2VIEW MICRO-DATABASE™

One governed context unit per business entity

A Micro-Database encapsulates the complete context for one customer, order, claim, or device, isolates it from every other entity, and remains synchronized with source systems for secure, real-time access.

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K2view Micro-Database

Think "data lake of one"

Each Micro-Database acts as a governed “data lake of one”: complete operational context for a single customer, order, claim, or device, isolated from every other entity and synchronized with source systems for governed read/write access.

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Complete context , for trust

Each Micro-Database encapsulates the data, relationships, metadata, and governance controls for one business entity, creating a trusted operational view from fragmented enterprise systems.

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Micro-Database: complete context, for trust
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Isolated, for security and scale

Each Micro-Database is isolated from every other Micro-Database and governed independently. This entity-level boundary prevents unauthorized cross-entity access, limits data exposure, and supports high-concurrency workloads without cross-entity contention.

Micro-Database: Isolated, for security and scale

Separate, for security and scale

Separation means security. All Micro-Databases are isolated from each other and individually secured, each with its own unique encryption key. This makes data leakage and mass data breaches virtually impossible.
Separation also means scale, since there is never any contention between Micro-Databases, even at a scale of thousands of concurrent queries.

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Fast, for action

Because each Micro-Database is scoped to one business entity, K2view can access, process, and govern context with low latency. Authorized updates can be orchestrated back to source systems through the data product, so applications and AI agents can act on context, not just read it.

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Micro-Database: Fast, for action

Built for real-time, governed context

  • 01 Millisecond access
  • 02 Always synchronized
  • 03 Entity isolation
  • 04 Governed read/write
  • 05 Adaptive caching

01Millisecond access

Give authorized consumers low-latency access to entity-level context through SQL, APIs, CDC, messaging, streaming, MCP, and other delivery methods.

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02Always synchronized

Keep each Micro-Database aligned with source systems, so entity context stays current without being rebuilt for every request.

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03Entity isolation

Encapsulate each entity’s context in its own Micro-Database, enforcing boundaries for access control, exposure, and concurrency.

Secured

04Governed read/write

Support governed retrieval and authorized updates, with K2view data products orchestrating write-back to source systems through approved actions and policies.

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05Adaptive caching

Run Micro-Databases cached, persisted, virtualized, or in memory to balance latency, freshness, cost, and workload requirements.

Stored

Let generative data products do the job

Let generative data products do the job

Generative data products manage billions of Micro-Databases at once. Define the metadata your data product needs to meet its goals, including:

  • Micro-Database schema per business entity
  • Data integration and delivery methods
  • Sync rules, data transformation logic
  • Governance policies 
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Micro-Database technical deep dive

Learn how K2view Micro-Databases encapsulate complete operational context for each business entity, with entity-level isolation, governance, sync, and real-time access.

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How K2view improved Vodafone customer experience

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Ralf Hellebrand

Programme Director, Technology, Vodafone Germany

"K2view continually ingests data from our enterprise systems, unifies it by business entity, and saves each one into its own Micro-Database. Millions of Micro-Databases are managed concurrently"

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