Calculating Data Project ROI: A Simple Framework for CEOs
A simple 4-step framework for CEOs and CFOs to calculate the ROI of any data or AI project. Learn to quantify returns, estimate costs, and build a solid business case.
2025-06-23 · 5 min
Insights
Engineering Blog
Production patterns for AI agents, RAG pipelines, data infrastructure, and MLOps. No theory-only posts — every article comes from a real deployment.
Is a Data Warehouse Overkill? When to Upgrade Spreadsheets
A practical guide for SMBs to know when to upgrade from spreadsheets. Learn the signs you've outgrown Excel and how a modern data warehouse can unlock growth.
2025-06-21 · 4 min
Build a Data-Driven Culture Before You Buy the Tech
Learn why data tools fail. Our guide for business leaders shows how to build a data-driven culture first, creating the foundation for a successful tech investment.
2025-06-20 · 6 min
The SMB Playbook for Data Analytics: From Zero to Insight
A practical four-step playbook for SMBs that want their first useful analytics win without overbuilding a data stack.
2025-06-19 · 7 min
Mastering Apache Kafka: The Definitive Guide
The ultimate guide to mastering Apache Kafka. A pillar page linking to expert resources on core concepts, architecture, performance tuning, operations, and strategy.
2025-06-18 · 6 min
Build a Future-Proof Kafka Data Hub for IoT, AI & Services
Learn to architect a scalable, future-proof streaming data hub with Kafka. Integrate IoT, microservices, and real-time AI to create a central nervous system for your data.
2025-06-17 · 5 min
The True Cost of Self-Managing Kafka vs. Expert Consulting
A practical framework for comparing the real cost of self-managing Kafka against targeted expert consulting and managed-service support.
2025-06-16 · 7 min
Migrating to Kafka from MQ/Tibco: A Success Roadmap
Migrate from legacy MQ (IBM MQ, Tibco) to Kafka successfully! Our strategic roadmap covers planning, PoC, coexistence, cutover & optimization. Learn more!
2025-06-13 · 8 min
Kafka High Availability and Disaster Recovery Guide
A practical Kafka HA and disaster recovery guide covering replication, `min.insync.replicas`, active-passive failover, MirrorMaker 2, RPO, and RTO tradeoffs.
2025-06-12 · 8 min
Kafka Troubleshooting: A Production Checklist
A practical Kafka troubleshooting checklist for production issues, including broker health, consumer lag, cluster stability, and the metrics to inspect first.
2025-06-11 · 7 min
Kafka Monitoring Guide: Key Metrics, Consumer Lag, and Alerting
A practical Kafka monitoring guide covering key broker, producer, and consumer metrics, consumer lag, fetch latency, alerting, and the signals that keep clusters healthy.
2025-06-10 · 7 min
Kafka Benchmarking: Methodologies & Tools for Performance
Master Kafka benchmarking! Explore methodologies, key metrics, & tools (Kafka Perf, Trogdor, OMBF) for peak performance analysis. Boost your Kafka cluster!
2025-06-09 · 8 min