Stop moving data. Start running AI where your data lives
Unlock your distributed data with Kamiwaza’s DDE
Your enterprise data is everywhere. It is too big, too sensitive, or too regulated to move for AI processing. This “data gravity” blocks your most critical AI initiatives.
Kamiwaza’s distributed data engine (DDE) is the core architecture that brings AI to your data. Process information securely across clouds, data centers, and the edge without costly, risky data migrations.
Data gravity is killing your AI projects
Traditional AI demands the impossible: centralize all your data first. This approach fails because your enterprise reality is distributed.
- Data is too big — Moving petabytes of data across networks is incredibly slow and expensive. Your real time AI needs cause you to get held up on historical analyses.
- Data is too sensitive — Security policies and regulations like GDPR or HIPAA strictly prohibit moving sensitive customer, patient, or financial data outside secure boundaries.
- Infrastructure is too complex — Your data lives across multiple clouds, on premise legacy systems, and edge locations. Building and maintaining pipelines to centralize this is an operational nightmare.
- Innovation is blocked — You can’t deploy critical AI for fraud detection, supply chain optimization, or predictive maintenance because the foundational data can’t be moved to where traditional AI tools run.
The architectural shift: Bring AI to your data
Kamiwaza’s DDE fundamentally inverts the traditional model. Instead of data coming to compute, compute goes to the data.
The DDE creates an intelligent fabric across your entire infrastructure. It allows AI agents to securely query and process information directly where it lives, regardless of location or system.
Maintain data sovereignty
— Your data never leaves its secure environment. The DDE processes it in place, ensuring 100% security and compliance automatically.
Federated execution
— AI queries run intelligently across distributed locations. Only the necessary results are returned, not the raw underlying data.
Flexible deployment
— Deploy DDE nodes wherever your data resides. This works across different geographies, clouds, business units, or security boundaries.
Orchestrating intelligence across distributed nodes
The DDE operates through three core components working together:
Distributed nodes
— Lightweight components deployed wherever your critical data lives (cloud VPCs, on premise servers, edge gateways).
Command and control (C&C) server
— The central orchestrator. It knows which nodes exist, what data they can access, and how they connect. It manages communication securely.
Data processors
— Specialized AI agents living on each node. They understand the local data and can process it securely in response to requests.
The workflow
When an AI agent needs data from a remote location:
- The request goes to the C&C server.
- The C&C server intelligently routes the request to the correct node(s).
- The data processor on the target node executes the request locally, processing the data within its secure boundary.
- Only the results are securely sent back. The raw data never moves.
Get results, not just software
Start building today, scale to enterprise tomorrow with guaranteed outcomes every step of the way
Community Edition
$00 /forever /month
Flex Edition
$25,0008 / year /month
Starter Edition
$75,00016 / year /month
Enterprise Edition
$125,000149 / year /month
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Unlock AI without compromise
The DDE architecture delivers critical advantages for enterprise AI:
Overcome data gravity — Eliminate the massive cost, time, and risk associated with moving large datasets.
Ensure security and compliance — Keep sensitive data within its designated secure environment automatically. Compliance becomes architectural.
Boost performance — Remove the data movement bottleneck. Enable parallel processing across distributed nodes for faster insights.
Improve cost efficiency — Leverage your existing infrastructure. Avoid spending millions on building and maintaining complex data centralization pipelines.
Build your AI future on your distributed reality
Stop letting data gravity dictate your AI strategy. Discover how Kamiwaza’s distributed data engine enables powerful, secure AI across your entire enterprise, right where your data lives.