90% of AI agent projects fail within 30 days. Transition from Systems of Record to Systems of Context. Ensure 2026 success by ending manual mapping for a self-healing foundation.

Ingestion isn't the bottleneck; normalization is. We explain how to decouple logic from runtime, transforming chaotic Cisco and Linux logs into clean OCSF data. End the regex nightmare and focus on detection.

Groundbreaking Platform Transforms Weeks-Long Manual Process Into Minutes, Enabling Organizations to Unlock Advanced Analytics at Enterprise Scale

Flink is powerful, but it's a brutal babysitting job. From "GC death spirals" to week-long schema evolution nightmares, the operational burden is immense. My Flink war stories reveal the true, hidden cost in engineers and time.

Modern systems generate data in a way that creates an architectural mismatch with traditional ETL tools. Enterprise data teams spend 78% of their time on pipeline complexity.

Demo: 95% accuracy. Production: 27% accuracy. The culprit? Your AI models are fluent in vendor demos but can't speak the dozens of data dialects flooding your actual security environment.