Terms for using this site

Demonstrations and research

A demonstration shows a proposed or working model. It is not proof that a public body or other named organization commissioned, approved or operates the work. Project-specific boundaries and status labels form part of the description.

The Treasury Operations Explorer and 36-city service benchmarking explorer are research and education tools. Illustrative material requires validation. Source-linked material points to supporting references but is not an audit or assurance conclusion. The city benchmark is not evidence of municipal delivery.

Bookings and availability

A requested time is booked only after the site shows confirmation. CaL may contact you to clarify, reschedule or cancel a session. A no-fee 30-minute introductory call does not deliver substantive paid work or create a client, advisory, fiduciary or professional relationship. A pro bono submission is a request for nonprofit, community or public-interest support; it does not book a session or create a client, advisory, fiduciary or professional relationship.

Subscriptions and email

Research updates require separate, explicit consent. Existing learning and reminder audiences retain their independent consent records. A research PDF request without subscription consent does not enrol you in marketing email or change an existing preference. You may unsubscribe at any time. Transactional booking messages are used to arrange and confirm the session you requested.

No professional advice

Nothing on this site is legal, financial, accounting, investment, procurement or other professional advice. Do not rely on it as a substitute for qualified advice or your own governance and review.

External links

External links are provided for context. CaL does not manage those sites and is not responsible for their availability, accuracy, security or terms. A link does not imply endorsement unless the page states that expressly.

Ownership and availability

Unless stated otherwise, CaL owns the site design and CaL-created materials. You may link to public pages, but you may not present CaL work as your own or remove its stated boundaries. The site may change or become unavailable without notice.

Questions

For a question about these terms, email ali.akber@citadellabs.ai.