Private AI for blockchain analytics firms.

Turn a question into analysis that can be rerun

Generate queries, validate joins and run statistical or forecasting analyses in controlled tools.

Inputs: Authorised databases, spreadsheets, telemetry and documented data definitions.

From observation to completed task

Produce a reproducible notebook or dashboard update with lineage and test results.

Document an authorised analytical method and its limitations

The supporting records include approved methods, dataset descriptions and research notes.

Analysts verify attribution and avoid unsupported allegations.

The systems involved

Read-scoped database connections, sandboxed code and approved analytical libraries.

SOS AI configures the local models and tool permissions for this workflow. Actions in business software follow the authority you approve; uncertain cases and actions outside those limits go to the responsible person.

What a useful result must get right

Analysts verify assumptions, leakage and uncertainty; no unsupported causal claims.