Newcastle Council AI Ethics Procurement Policy

Technology and Data New South Wales 3 Minutes Read · published February 12, 2026 Flag of New South Wales

Newcastle, New South Wales councils must manage procurement risks when buying services or systems that use artificial intelligence (AI). This guide explains how the City of Newcastle currently frames AI ethics considerations within its procurement and tendering processes, who enforces compliance, how to apply or complain, and practical steps procurement officers and suppliers should follow.

Scope and applicability

This guidance addresses AI ethics expectations where AI capabilities are part of a supply or service contract procured by Newcastle Council. It covers procurement documents, supplier due diligence, data-handling requirements and contract clauses to reduce bias, ensure transparency and protect personal information. For the Council's formal procurement rules and templates see the procurement pages cited below [1][2].

Key obligations for procurement officers

  • Carry out risk assessments for AI components during procurement planning and evaluation.
  • Include contract clauses requiring documentation of model purpose, training data provenance and performance metrics.
  • Require suppliers to disclose known limitations, bias mitigation steps and testing evidence.
  • Account for potential ongoing monitoring and audit costs in the procurement budget.
AI-specific obligations are normally implemented via procurement documents and contracts rather than a dedicated bylaw.

Penalties & Enforcement

The City of Newcastle enforces procurement rules through its procurement governance framework and contract management teams; specific monetary fines for AI ethics breaches are not set out on the cited procurement pages and are therefore not specified on the cited page [1].

  • Enforcer: Procurement and Contracts team, with oversight from Governance and Legal.
  • Complaints and reports of non-compliance should be filed through the Council's contact/complaints channels or procurement inbox (see resources below).
  • Escalation: first-response is contract remedial action; specific escalation fines or daily penalties are not specified on the cited page.
  • Non-monetary sanctions: contract variation, requirement to remediate, suspension of contract performance, termination and referral to legal proceedings where warranted.
  • Appeal/review: contractual dispute resolution procedures apply; statutory review or court action follows standard NSW contract and administrative law time limits or as set in the contract (time limits not specified on the cited page).

Common violations and typical outcomes

  • Failure to disclose AI model limitations — outcome: remedial order or contract variation.
  • Insufficient data-protection or privacy safeguards — outcome: mandated remediation and potential contract suspension.
  • Misrepresentation of capabilities — outcome: contract termination and potential claim for damages.

Applications & Forms

The Council's procurement and tender pages list templates and tender documentation used when engaging suppliers; if a supplier or officer needs an AI-specific compliance form, it must be requested via the Procurement team—no standalone AI ethics form is published on the cited procurement pages as of the cited sources [1][2].

Ask the Procurement team for the latest templates and mandatory clauses before preparing a tender.

Action steps for suppliers and officers

  • Before tender: prepare documentation on model design, datasets, validation and bias mitigation.
  • During evaluation: provide evidence of performance metrics and independent testing where available.
  • After award: implement monitoring, provide periodic reports and accept audit rights as required by contract.
  • If you suspect a breach: notify the Council Procurement team or use the official complaints route.

FAQ

Does Newcastle have a specific AI procurement bylaw?
No; the Council implements AI ethics expectations through procurement policy and contract requirements rather than a standalone bylaw, and details are not specified on the cited procurement pages [1].
How do I report a suspected procurement breach involving AI?
Report to the Procurement and Contracts team or use the Council's official contact/complaints channels; see the resources list below for links.
Are there fixed fines for AI ethics breaches?
The procurement pages do not list fixed fines for AI ethics breaches; remedies are typically contractual and may include remediation, suspension or termination [1].

How-To

  1. Identify AI elements in the procurement scope and document expected outcomes and risks.
  2. Require suppliers to submit technical annexes covering data, training, testing and bias mitigation.
  3. Include contract clauses for monitoring, audits, incident reporting and data-handling obligations.
  4. Establish contract performance reviews and a remediation pathway should issues arise.

Key Takeaways

  • The City embeds AI ethics through procurement documents rather than a standalone bylaw.
  • Suppliers must provide transparency on data, testing and bias mitigation to satisfy procurement requirements.

Help and Support / Resources

  1. [1] City of Newcastle - Procurement & Contracts
  2. [2] City of Newcastle - Tenders & Procurement

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