TrustLab™ applies the Human Verification Framework (HVF) across a wide range of Council-facing documents, from community submissions to consultant reports and internal governance material. Wherever trust, authorship integrity, and process transparency matter, HVF provides a structured, evidence-based assessment.
1. Community Submissions
Used for development applications, planning proposals, strategies, and public exhibitions.
We assess:
- Objections/support letters
- DA submission comments
- Feedback on LEP/DCP updates
- Strategic plan consultation responses
- Petitions and mass-template submissions
- Survey free-text responses
- Councillor-addressed emails forming part of the public record
2. Development Assessment Documents
Applicant-submitted or consultant-prepared materials associated with DAs.
Examples include:
- Statements of Environmental Effects
- Planning reports and rationales
- Heritage, traffic, acoustic, hazard, and environmental studies
- Engineering and stormwater reports
- Social impact assessments
- Arborist, contamination, and biodiversity reports
- Applicant responses to RFIs
3. Consultant Reports & Technical Studies
High-value documents where AI assistance is most often undisclosed.
We assess:
- Strategic planning studies
- Urban design and masterplans
- Economic assessments and feasibility studies
- Community engagement reports
- Policy drafts and governance reviews
- ICT, risk and organisational strategy documents
- Audit materials and service reviews
4. Councillor-Created Material
Politically sensitive documents where authenticity matters.
Including:
- Notices of Motion
- Public statements and speeches
- Councillor newsletters
- Policy suggestions and amendments
- Code of Conduct submissions
5. Internal Council Documents
Operational documents affecting governance, safety and compliance.
We assess:
- Internal policy drafts and procedures
- Staff reports to Council
- Executive summaries
- Media releases and communication materials
- Contract management reports
- Grant applications
- Risk, safety and WHS documentation
6. External Submissions to Council
Documents submitted by developers, consultants, contractors, NFPs, businesses and community groups.
Examples:
- Developer-submitted reports
- NGO/NFP grant submissions
- Private certifier documents
- Lobbyist submissions
- Legal letters forming part of decision-making records
7. Regulatory & Compliance Material
Used in enforcement or public health contexts.
We assess:
- Compliance action responses
- Audit and inspection reports
- Environmental monitoring summaries
- Fire safety statements (text commentary)
- Public health information
8. Council Strategies & Public-Facing Documents
High-profile documents often signature-approved by the Mayor or CEO.
Including:
- Annual Reports
- CSP, Delivery Program, Operational Plan
- Climate, waste, environmental and sustainability strategies
- Cultural, tourism and economic plans
- Reconciliation Action Plans
- Disability Inclusion Action Plans
- Customer service and engagement frameworks
9. Governance, Integrity & Legal Documents
Where authorship transparency is essential.
Examples:
- Code of Conduct submissions
- Ombudsman/ICAC/Audit Office responses
- Internal investigation reports
- Procurement challenge responses
- GIPA (FOI) explanations
10. Election Period Material
Where applicable under local election rules.
We assess:
- Candidate bios and statements
- Policy positions
- Debate submissions
- Candidate Q&A responses
- Campaign material submitted to Council-run forums
11. Communications & Engagement Materials
Documents that shape public understanding.
Including:
- Fact sheets and FAQs
- Community newsletters
- Social media statements
- Media briefings
- Project updates
- Consultation summaries
12. Regional & Inter-Agency Documents
Prepared by joint organisations, regional alliances or state agencies.
Examples:
- Inter-council MoUs
- Regional strategies
- State agency submissions to Council (where free text is provided)
13. Suspected AI-Generated Material
Documents displaying high-risk patterns such as:
- Overly polished consultant reports
- Mass-produced community submissions
- AI-templated DA responses
- Inconsistent or unstable author voice
- Poorly disguised LLM text
If it contains text, can influence a Council decision, or enters the public record — TrustLab™ can assess it.