AI Bias Audit Request Process - Chattanooga Bylaws
In Chattanooga, Tennessee, city staff, residents, or vendors can request an independent AI bias audit for municipal algorithms or automated decision systems that affect public services. This guide explains the practical steps, the likely administrative path, and how municipal procurement and policy instruments apply when the city purchases or operates algorithmic tools. Where the city code or procurement rules do not specify AI-audit procedures, this article identifies the relevant departments and the official pages to contact for requests or complaints, and it notes when a specific penalty, form, or deadline is not specified on the cited page.[1]
Penalties & Enforcement
There is no Chattanooga-specific ordinance that prescribes fines or criminal penalties targeted only at algorithmic bias audits; where sanctions apply, they follow existing procurement, contract compliance, and administrative code provisions found in the municipal code and purchasing rules. If a vendor or department fails to follow contract terms related to data, bias mitigation, or testing, enforcement generally proceeds under purchasing and contract remedies rather than a separate AI statute. Specific fine amounts and escalation steps for AI-related noncompliance are not specified on the cited municipal code or procurement pages.[1][2]
- Enforcer: Purchasing Department and City Attorney for contract remedies; Information Technology for operational compliance.[2]
- Inspection and complaint pathway: formal procurement complaint, contract default notices, and administrative review; criminal or civil referrals if rules are violated (details not specified on the cited page).
- Fine amounts and escalation: not specified on the cited page; ordinary procurement sanctions, liquidated damages, or termination rights apply per contract language.[1]
- Appeals and review: administrative protest procedures under purchasing rules and judicial review in court; time limits for procurement protests are not specified on the cited purchasing page.[2]
Applications & Forms
No dedicated municipal "AI bias audit" application form is published; requests typically flow through vendor contract terms, the Purchasing Department, or the city IT/data governance office. For procurement-related requests file standard procurement complaints or contract change requests as directed by Purchasing. Specific form names, numbers, and fees for AI-audit requests are not specified on the cited pages.[2]
How to Request an AI Bias Audit
- Identify the system and decision point: name the tool, vendor, contract number, and describe the decision outcome you believe is biased.
- Contact the Purchasing Department to report contract concerns and request a vendor audit or remediation; include contract evidence and desired remedies.[2]
- Request technical review from the City IT or data governance unit for operational controls and logs; ask for data access or redaction steps needed to permit an independent audit.
- If the issue is unresolved, file an administrative protest as provided under procurement procedures and consider legal counsel for statutory remedies.
- Document outcomes and request corrective action or contract amendments specifying ongoing bias testing, reporting, and mitigation procedures.
Common Violations and Typical Remedies
- Failure to disclose data sources or training sets โ remedy: audit, corrective training, or contract penalty (not specified on cited pages).
- Noncompliance with required testing or reporting โ remedy: vendor remediation plan, third-party audit, or contract termination.
- Undisclosed use of automated decision-making affecting public benefits โ remedy: injunction, contract suspension, or administrative order (depends on enforcement path).
FAQ
- Who can request an AI bias audit?
- City departments, residents, or vendors with standing can request a review by contacting Purchasing and City IT; the city does not publish a separate public AI-audit form.
- Is there a fee to request an audit?
- Fees for AI audits are not specified on the cited procurement or municipal code pages; costs are typically allocated in contract terms or budget approvals.
- How long will an audit take?
- Timeframes are not specified on the cited pages and depend on scope, data access, and contracting for third-party auditors.
How-To
- Gather documentation: system name, vendor, contract number, dates, and examples of the alleged biased outcomes.
- Send a formal written request to Purchasing and City IT with the documentation and a clear remedy sought.[2]
- Request access to data logs and model documentation; if necessary, ask Purchasing to compel vendor cooperation per contract terms.
- If unresolved, file a procurement protest and preserve record for administrative or judicial review.
Key Takeaways
- There is no dedicated AI-audit ordinance; use purchasing and contract remedies.
- Send written requests to Purchasing and City IT to start the process.
Help and Support / Resources
- Purchasing Department - City of Chattanooga
- City Council - City of Chattanooga
- City of Chattanooga Code of Ordinances (Municode)