Why AI projects fail: Conway's Law and the context problem.
Most enterprise AI underperforms not because of the technology, but because of organizational structure. Siloed teams produce siloed systems — and siloed AI makes weak decisions.
Enterprise IntegrationHow I connected NetSuite to PrestaShop for a 200+ employee company.
Event-driven integration replacing nightly batch sync. Idempotent message handling, dead letter queue, and a reconciliation layer that caught 23 discrepancies in month one.
E-Invoicing / CompliancePeppol e-invoicing in the Netherlands: what you actually need.
Peppol access points, UBL formatting, NetSuite integration paths, and the regulatory rollout timeline. A practical guide grounded in shipping integrations, not hype.
IoT Product DevelopmentBuilding an IoT product from scratch: BLE beacon to App Store in 12 months.
One engineer, the full stack. BLE beacon PCB design, firmware with OTA updates, iOS and Android apps, cloud backend. Idea-to-retail in 12 months.
AI / Engineering PracticeUsing AI in production systems: a senior engineer's methodology.
AI tools like Claude and ChatGPT are in my daily workflow. But AI doesn't architect systems. It accelerates — and every output is validated like a junior PR.