Run It Reliably. One Private Result.
The engine coordinates the run across sources so inputs stay put and only the agreed result leaves.
Coming soon
Run It Reliably. One Private Result.
The engine coordinates the run across sources so inputs stay put and only the agreed result leaves.
Coming soon
Run It Reliably. One Private Result.
The engine coordinates the run across sources so inputs stay put and only the agreed result leaves.
Coming soon
Stoffel VM?
An execution layer built for shared computation: it brings the workload to the data, executes across parties, and returns an answers-only output.
Stoffel VM?
An execution layer built for shared computation: it brings the workload to the data, executes across parties, and returns an answers-only output.
Stoffel VM?
An execution layer built for shared computation: it brings the workload to the data, executes across parties, and returns an answers-only output.
Why Developers Use It
No data handoffs
Inputs aren’t pooled or exposed.
Answers-only outputs
No raw rows or intermediate plaintext.
Predictable performance
Designed for analytics, ML, and matching at scale.
Why Developers Use It
No data handoffs
Inputs aren’t pooled or exposed.
Answers-only outputs
No raw rows or intermediate plaintext.
Predictable performance
Designed for analytics, ML, and matching at scale.
Why Developers Use It
No data handoffs
Inputs aren’t pooled or exposed.
Answers-only outputs
No raw rows or intermediate plaintext.
Predictable performance
Designed for analytics, ML, and matching at scale.
Key Capabilities
Protocol-aware scheduling
Efficient comms for multi-party runs.
Deterministic execution
Reproducible runs, consistent results.
Observability
p50/p95/p99, traces, and run logs.
How it Works
Orchestrate a run across participating sources.
Compute in place; nothing leaves except policy-approved outputs.
Emit one result with an audit trail of what was revealed.
Source A
Source B
Source C
Stoffel VM orchestrates execution
Compute in place, no data movement
One result with audit trail
How it Works
Orchestrate a run across participating sources.
Compute in place; nothing leaves except policy-approved outputs.
Emit one result with an audit trail of what was revealed.
Source A
Source B
Source C
Stoffel VM orchestrates execution
Compute in place, no data movement
One result with audit trail
How it Works
Orchestrate a run across participating sources.
Compute in place; nothing leaves except policy-approved outputs.
Emit one result with an audit trail of what was revealed.
Source A
Source B
Source C
Stoffel VM orchestrates execution
Compute in place, no data movement
One result with audit trail
Products
© 2025 Stoffel. All rights reserved.
Products
© 2025 Stoffel. All rights reserved.
Products
© 2025 Stoffel. All rights reserved.