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The Data Pipeline Revolution

Unlocking Speed, Automation & Scalability



We enable agile data connectivity at scale. Robust matching algorithms seamlessly connect data from various sources & supercharge AI learning engines.


Advanced automation allows you to accelerate your AI efforts with unmatched precision and speed.


PII/PHI never leaves your custody or control, remaining safeguarded during all touchpoints of the data-sharing process.


At the core of our solutions lies a groundbreaking concept: Partitioned Knowledge Orchestration, a form of Secure Multi-Party Computation (SMPC) technologies. This approach intentionally fragments complete information that could potentially lead to identification or re-identification of shared information. Achieved through meticulous orchestration of a cryptographic transaction involving at least three independent actors, the result is a zero-trust mechanism to share insights between parties with no data engineering effort beyond a one-time set up.  

KIE combines privacy-enhancing technology (PET) and our secure data transmission automation technology to make a robust data connectivity solution that meets the challenges of the modern privacy environment. The cryptography used is not a black box or obscure algorithm. In fact, the cryptographic algorithms are configurable per trade simply by selecting among the listed FIPS 140-2 compliant hashing and encryption algorithms.  

This approach results in a no-code, automatable solution where sharing insights never requires loss of control of data.  

For more detailed insights into our Partitioned Knowledge Orchestration, refer to our  whitepaper.  

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Intelligent Data Handling:  KIE ensures the highest quality and data integrity. Leveraging advanced data-handling features, KIE sets a new standard in intelligent data management. 

Operational Efficiency: Effortlessly manage data processes with KIE’s features for streamlining common workflows.  

Flexible Data Connectivity Options: With KIE, data owners can:

  • Perform overlap analysis and compare two data sets to determine the overlap without ever sharing any identifiable information
  • Share data attributes for the individuals in common on both files without ever disclosing any personal information
  • Automatically create a completely anonymized and randomly re-sequenced file made up of overlapped records from two data sources 
  • Send or receive de-identified data from any number of data sources/partners without receiving any PII or persistent IDs 
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KIE brings unparalleled automation to data processing through innovative features such as:

  • Triggered routines 
  • Custom workflows 
  • Data format detection 
  • Semantic detection 
  • Data normalization 
  • Composite key creation 
  • Advanced cryptography 
  • Actionable De-identification 
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With KIE, Personally Identifiable Information (PII) and Protected Health Information (PHI) never leave your custody, remaining safeguarded throughout every touchpoint in the data-sharing process.

Resource Center

Browse our latest articles 

Right to Privacy Isn't a Zero-Sum Game

Right to Privacy Isn't a Zero-Sum Game

Protected data can still be actionable, and cutting down on the leaks, breaches, and propagation of personal information is a worthy endeav...

Overcoming the Legacy of Negotiating Trust for Data Collaboration

Overcoming the Legacy of Negotiating Trust for Data Collaboration

Consumer privacy regulations are ramping up globally. With so much potential risk, why do companies still share data so loosely?

Safeguarding Patient Data: Tackling the Surge in Healthcare Cybersecurity Threats

Safeguarding Patient Data: Tackling the Surge in Healthcare Cybersecurity Threats

Discover the urgent need for heightened data security in healthcare amidst escalating threats to patient privacy.


Frequently Asked Questions

How long does it take to process a trade?

It depends on the size of the files and the number of match passes and attributes appended. In general, 1 million records can be processed in 11 seconds (simple match pass) whilst 100 million records with 10 match passes and 600+ attributes appended would be processed in less than 18 hours.

Does Karlsgate do fuzzy matching?

We define fuzzy matching as loose matching rules based on probabilities. Our matching is fully deterministic—you will always have clarity over a match versus a non-match. To ensure that all potential matches are found, our software performs “soft matching,” or matching on equivalent alternatives, for examples “1 MAIN ST. APT. 2” = “1 Main Street #2”. Soft matching does not need direct access to PII to work and automatically rectifies differences in standardization, whitespace, punctuation, abbreviations, and phonetically similar words.

How does Karlsgate optimize matching to ensure high-quality match rates?

While the ultimate matching is deterministic due to the nature of the cryptoidentities being matched, Karlsgate’s node software performs robust data normalization and standardization processes to align identifying data elements prior to creating the cryptoidentities, which boosts match rates without over-matching.

How many match passes can I use?

For a single trade, you can have up to 10 different match passes, cascading down.