Realtime risk scoring
Streaming pipelines for AI threat detection and risk scoring.
A multi-cloud warehouse and lake with realtime threat and risk scoring for an MSP warranty product.
Problem
An MSP cybersecurity product needed realtime threat and risk signals. There was no warehouse, no lake, and no data standards.
Approach
Stand up multi-cloud warehouse and lake. Stream telemetry plus public and private sources. Treat production quality as an engineering contract, not a later cleanup.
Architecture
Threat pipeline
Telemetry and OSINT through realtime ingest to scoring for MSP warranty risk.
Drag nodes to explore the flow
Solution highlights
Streaming pipelines for AI threat detection and risk scoring.
Telemetry plus public and private OSINT into one analytical store.
Data standards shared with engineering so quality was not a side project.