Scalytics

07/13/2026

We updated the Scalytics Sovereign AI Readiness Assessment.
It takes three minutes to complete.

=> You answer a short set of questions about your data estate, compliance requirements, and operating model.
=> You get a clear readiness score and a prioritized 90-day roadmap that shows the highest-impact areas to tackle first.

It's built for organizations in defense, energy, critical infrastructure, and other regulated sectors. Why? They need AI systems that keep data and reasoning inside their own infrastructure, with full auditability and no forced data movement.

The app shows you the gaps early and gives you a practical view before you commit time or budget.

Can your AI agents act on live operational data without giving up control? Assess data access, governance, agent controls, and decision evidence.

07/09/2026

kafSIEM 1.8 is out!

Your threat feed says eight alerts. Is that eight independent sources or one fake source with a megaphone? Is that a broader incident or just noise?

kafSIEM 1.8.0 is out and answers that users kept asking for: click an incident cluster and the map shows you every underlying report, where each event happened, and who reported it from where.

Our OSINT pipeline correlates alerts from 450+ official sources into incidents when they share CVEs, actors, or geography across independent publishers.

Until now you saw the cluster, but not the spread. That was the wrong abstraction for analysts. The first question after "these are related" is always "where is this happening and who is corroborating it?" That's what kafSIEM now answers.

=> solid markers for event locations, hollow markers for the reporting sources, dashed lines connecting them.
=> cyber advisory confirmed by agencies in eight countries looks fundamentally different from one source posting eight times
=> alarms / incidents now linked visually, showing a coordinated attack directly

Independent corroboration is the core signal in open source intelligence. Making it visible on the map instead of burying it in metadata is what turns a feed aggregator into an analyst tool.

Feedback welcome, especially from people doing threat intel or emergency response work.

https://osint.scalytics.io/

01/23/2026

Scalytics | Read our newest blogpost: Scalytics | Kafka to Iceberg in Production What Breaks and How Teams Fix It

Kafka to Iceberg pipelines fail at scale due to connectors, small files, and metadata issues. This article shows what breaks and what fixes it.

12/29/2025

Scalytics | Read our newest blogpost: Scalytics | Storage-Native Kafka: Why Streaming Data Belongs in S3

How storage-native streaming separates batch and AI workloads from Kafka brokers. Open source KafScale architecture with direct S3 access and Iceberg integration.

12/15/2025

Scalytics | Read our newest blogpost: Scalytics | Big Data Processing Architectures Explained: Apache Hadoop, Spark, and Wayang

Explore how big data architectures evolved from Apache Hadoop to Apache Spark to Apache Wayang. Research-backed analysis of cross-platform data processing.