When to Keep AI On-Prem: Data Gravity, Latency, Sovereignty, and Cost as Architecture Inputs
Explores when to keep AI on-premises based on data gravity, latency, sovereignty, and cost for enterprise workloads.
Paul Bryant is a Principal Multicloud Architect at Dell Technologies, sharing expert insights on hybrid cloud, HCI, and enterprise IT transformation.
18 articles from this blog
Explores when to keep AI on-premises based on data gravity, latency, sovereignty, and cost for enterprise workloads.
Explains the importance of defining orchestration boundaries in enterprise LLM applications, focusing on architecture decisions over framework choices.
Guide to building a VCF 9.1 upgrade runbook focusing on testing, fallback, and readiness gates for safe execution.
Compares VMware VCF 9.1, Dell AI Factory, and HPE Private Cloud AI for enterprise private AI deployment.
Explains why agent memory should be designed as an enterprise data architecture, not a single feature, with memory brokers and policy layers.
Explores why AI agents require specialized data systems beyond vector databases for safe, efficient, and observable enterprise operations.
Explains the shift from model-centric AI to compound AI systems for enterprise architecture, focusing on production-grade design.
Strategies to reduce GenAI and agent token costs while maintaining task quality through practical controls and telemetry.
A practical runbook for using vSphere build numbers to detect version drift, validate patches, and align with baselines in 2026.
VCF 9.1 upgrade requires an operating model shift, not just a patch window, with strict sequencing and ownership dependencies.
A guide to building a comprehensive Python script for automating VMware tasks like inventory, health checks, snapshots, and reporting.
A technical guide on using PowerCLI with Python to integrate VMware automation with external tools like Slack, Jira, and REST APIs for IT workflows.
A technical guide on automating VMware vSphere, NSX, and Aria Operations tasks using PowerCLI and Python for orchestration.
A guide to scheduling and automating VMware scripts using Windows Task Scheduler, covering PowerCLI and Python with best practices for reliability.
A technical guide on implementing error handling and logging for VMware automation scripts using PowerCLI and Python.
A technical guide on automating VMware report exports using PowerCLI and visualizing the data with Python for VM inventory dashboards.
Microsoft's new Windows Admin Center extension enables agentless conversion of VMware VMs to Hyper-V with minimal downtime, currently in public preview.
A technical guide on automating virtual machine power actions and snapshots using PowerCLI and Python scripts.