AI Rules Need an Inventory Before a Policy
An AI policy cannot govern systems nobody has identified. Start with an inventory of uses, owners, data, decisions, and evidence.\nThe first risk is invisibility\nOrganisations often...
Privacy Engineering Is Product Design
Privacy controls work best when they are built into product choices, data flows, defaults, and user expectations.\nStart with the user consequence\nPrivacy discussions often begin with...
Managed Kubernetes Questions Before You Move a Workload
A managed control plane reduces some infrastructure work, but it does not answer workload, data, identity, or exit questions.\nManaged is a boundary, not a blank...
Why Kubernetes Architecture Is an Operating Model
Kubernetes changes how teams package, schedule, observe, and recover workloads. The platform decision is therefore an operating decision.\nThe platform changes responsibilities\nKubernetes can standardise deployment and...
Software Supply Chains Need Provenance, Not Confidence
A dependable software supply chain records where an artifact came from, how it was built, and what evidence follows it.\nThe package is not the whole...
Cybersecurity Framework 2.0 Turns Outcomes into Operating Work
A framework becomes valuable when broad security outcomes are translated into owned, testable work.\nOutcomes need owners\nFramework language is intentionally broad. “Protect” and “Respond” are useful...
Zero Trust Is a Design Choice, Not a Product Category
Zero trust becomes useful when access decisions follow the request, the resource, the context, and the evidence instead of a network label.\nWhy the label creates...
Technology Adoption Fails When the Workflow Is Unnamed
A technology decision becomes measurable when the workflow, owner, risk, and evidence are named before the tool is chosen.\nThe tool is rarely the first decision\nTechnology...
Journify secures $4M to advance AI-driven data activation
Journify, a global leader in Conversion API (CAPI) and Composable Customer Data Platform (CCDP) solutions, has raised $4 million in a funding round led by...
Gainsight launches AI agent for Slack
Gainsight, the world’s leading Customer Success platform, has introduced the first-ever customer agent for Slack, marking a significant step forward in integrating customer insights into...