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Documents We Assess

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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.