user
In-memory execution
No storage – no history
data
Stateless architecture
Stateless service in memory processes data only for the duration of a request: it receives, processes, and returns a response without storage. This reduces data leak risk and makes AI services easier to anonymize and govern compared to traditional systems that collect data.
Security
What is not stored cannot be stolen
Traditional systems collect data and become persistent targets for breaches. Kanavana's stateless architecture works differently: data passes through the process but is not kept. Once the request is processed, memory is cleared. No data store is created in this layer - and therefore no leak risk. At the same time, meeting privacy requirements becomes significantly simpler.
AI and anonymity
Use AI without revealing too much
AI offers major opportunities, but also raises concerns about how data is used. Kanavana's stateless service works as an intermediate layer where data can be processed and anonymized on the fly before using AI services. Because nothing is stored and no history is created, sensitive information does not remain in systems and does not move forward unnecessarily. You get the benefits of AI without giving up trade secrets.
Masked output
Name XXXXXX XXXXX
ID XXXXXX-XXXX
Issuer XXXXXXXX
Session In-memory only
Identity card
Name Aino Virtanen
ID 120488-123A
Issuer Helsinki
Why this matters now
When responsibility for data grows, memory becomes a choice
Digital services are increasingly assessed by what they leave behind. When data is not stored, responsibility, risk, and dependencies stay under control. Stateless is not a new technology, but an answer to current expectations: services must be purposeful, bounded, and easy to integrate into a larger whole. That makes the solution timely - not experimental.
Stateless in practice
Form Interpreter is an example of a stateless service in practice. It receives form data, interprets it, and returns a clear response - without storage.
Data does not remain in the service, and no register is created. The same principle scales to other use cases.
Try the stateless Form Interpreter serviceGet in touch if you want to see pilot solutions as well.
