General information
The articles and examples on this website provide general technical perspectives. They do not constitute individual legal, medical or regulatory advice. Assess examples within the requirements and review processes of your organisation before relying on them.
Consulting engagements
Website descriptions invite a discussion and do not form a contract or promise availability. The scope, fees, confidentiality, intellectual property, acceptance criteria and responsibilities for any engagement must be agreed separately in writing.
Technical reviews
AI and ML review services provide scoped technical findings and recommendations. They are not accredited certification or a guarantee of regulatory acceptance. Specialist decisions remain with the responsible client leads.
Publications and images
External publications remain the work of their credited authors and publishers. Historical employer affiliations do not imply endorsement. AI-rendered portraits are identified as such and are based on Sai’s supplied photograph.
Keeping information current
Software releases, standards and external resources can change. Check the linked primary source before making an implementation decision. Contact admin@vspjconsulting.com if you find an error.