Strategy & transformation6 MIN READ
AI readiness is local to the workflow
Enterprise readiness scores hide the conditions that make one workflow viable and another reckless. Assess readiness where data, authority, people and operations meet.
THE SOFTLANDER BLOG
June 2026
Softlander blog perspectives published in June 2026.
In June 2026
22 articlesArchitecture & engineering6 MIN READ
Context is not memory: why the distinction matters
Context is the information available for one inference. Memory is a governed process for retaining, changing and recalling information across time. Confusing them creates silent risk.
Impact measurement6 MIN READ
Measure cost per quality-adjusted completion, not cost per token
Connect spending to accepted workflow outcomes by counting retries, review, correction and failures alongside model and platform charges.
Governance & privacy6 MIN READ
What a technical AI privacy review can—and cannot—conclude
A technical review can trace data and test controls, but it cannot alone determine lawful basis, resolve policy choices or certify compliance.
Evaluation & assurance6 MIN READ
Turning red-team findings into release criteria
A dramatic exploit is a discovery, not a decision rule. Translate it into a threat condition, required control, repeatable regression and release consequence.
Strategy & transformation6 MIN READ
A responsible-autonomy workshop for one real workflow
Responsible autonomy becomes concrete when a cross-functional team maps one workflow’s actions, consequences, evidence and intervention choices.
Agent security6 MIN READ
What CISOs need to know about tool-using AI agents
Tool-using agents join untrusted input, probabilistic decisions and privileged action. CISOs should govern that path as a security system, not a chatbot feature.
Strategy & transformation6 MIN READ
How to qualify an AI technology partner before designing a joint offer
Qualify a technology partner through evidence of fit, controls, delivery behaviour and commercial alignment before combining brands or promising a joint service.
Strategy & transformation6 MIN READ
Build, buy or partner for an AI agent? Ask these questions first
Choose a sourcing path by separating the workflow advantage you must own from the capabilities you can responsibly obtain elsewhere.
Evaluation & assurance6 MIN READ
Evaluating a customer-support agent from answer to action
A support agent should be judged on whether it resolves the right problem safely, not on whether its first answer sounds convincing.
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