
An always-fresh 360-view for each individual business entity
Built for real-time operations
Manages a complete, clean, and compliant dataset for a business entity, enabling instant access to authorized data consumers
Always fresh
and insightful
Continually updated from the entity's underlying source systems, and augmented with real-time, situational awareness
Most scalable,
lowest TCO
K2view Data Product Platform manages billions of Micro-Databases concurrently, at a fraction of the cost of DBMS alternatives
Think “micro data lake”
A Micro-Database functions as a data lake of one, unifying and harmonizing all the data, from all relevant source systems, for a specific customer, order, loan, etc..
- 01 Accessible in ms
- 02 In sync
- 03 Secured
- 04 Compliant
- 05 Augmented
- 06 ACID-compliant
- 07 Distributed
- 08 Cached or persisted
01Accessible in ms
Accessible in ms
Accessible in milliseconds, by authorized data consumers, in any method: SQL, APIs, CDC, messaging, and streaming.

02In sync
In sync
The Micro-Database is kept in sync with the underlying source systems based on user-defined rules

03Secured
Secured
Each Micro-Database is secured with its own, unique 256-bit encryption key, ensuring that a mass data breach is an impossible event.

04Compliant
Compliant
Personally identifiable information (PII) and sensitive data is masked or tokenized in flight, ensuring compliance with data privacy and security regulations.

05Augmented
Augmented
The Micro-Database can be augmented with insights from from real-time analytics, decisioning engines, ML models, or external sources.

06ACID-compliant
ACID-compliant
Micro-Databases are ACID-compliant, and can serve as the system of record for new applications.

07Distributed
Distributed
Micro-Databases are stored in a distributed data store, like Apache Cassandra or Microsoft Azure Blob Storage, and are therefore highly scalable.

08Cached or persisted
Cached or persisted
The Micro-Database can be cached into memory, persisted, or virtualized, for optimal performance.

Powered by data products
Micro-Databases are managed by data products
Micro-Databases are created, processed, governed, and accessed by data products. The metadata for a data product defines the following Micro-Database attibutes:
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Schema, auto-discovered and containing all the Micro-Database tables and fields required to capture the entity data
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Synchronization rules, for how/when the Micro-Database is synced with sources
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Algorithms, that transform, process, enrich, and mask raw data into the Micro-Database
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Data integration methods, including CDC, JDBC, Kafka, data services, and more
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Data transformation, with orchestration from target to source
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Governance, ensuring data quality, privacy, and security
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Learn from the best
Teresa Tung
Cloud First Chief Technologist, Accenture
Watch Accenture Cloud First Chief Technologist, Teresa Tung, holder of 220 patents, explain the concept of operational data products in a data mesh, and how Micro-Databases are a key enabler.
The Micro-Database
Unique advantages for
operational data management
Real-time performance
Instead of querying massive tables with complex joins, query one Micro-Database in milliseconds
Always fresh and relevant
Sync policies ensure the data is as fresh as you need, without impacting underlying systems
Trusted by everyone
Each entity's data is 360-complete, clean, and compliant - trusted as the single source of truth
Data virtualization
Data virtualization support provides an easy-to-access logical abstraction layer
Data transformation
Data transformation of unprecedented sophistication
Auto-discovery
Metadata discovery and data classification accelerate implementation