Human-Led Verification
Why do a Human Assessment?
Unlike automated tools, our human experts detect AI signals that machines miss, providing verification Councils can rely on.
Comprehensive HVF Review
Why the HVF Review Matters?
We use the full HVF to review metadata, patterns, reasoning and context, delivering an authenticity assessment Councils trust.
Protect Democratic Integrity
Why Protect Democratic Integrity?
We help confirm submissions are genuine, reducing AI risks and supporting fair, transparent Council decisions.
Local Government Specialists
Why Local Government?
We understand local government workflows and requirements, enabling verification that fits real Council processes.
Built for Australian Local Government
Human-Led AI-Integrity Assessments
Transparency
Clear insight into how each assessment is handled, keeping every step open and visible to Councils.
Independence
Assessments are conducted without influence or pressure, ensuring all findings rely on evidence.
Evidence-Based
Conclusions are supported by verifiable indicators and documented evidence Councils can rely on.
Human-Led
Trained assessors review all findings, applying judgment where automated tools fall short.
What We Do
TrustLab™ helps Councils verify the integrity, authorship, and reliability of documents and submissions using the Human Verification Framework (HVF). All assessments are conducted manually by trained assessors — we never rely on automated AI-detectors.
Our process identifies metadata inconsistencies, AI-generated patterns, and missing process evidence giving Councils clarity they can depend on.
Why It Matters
Reduce Councils' Risk
Catch misleading, AI-generated, or templated submissions early, ensuring decisions remain accurate and defensible.
Strengthen Governance
Use a human-verified, evidence-based process that ensures transparent and defensible document handling.
Stay Ahead of AI Impacts
Manage rising submission volume and AI-generated content with a structured verification process Councils can trust.
Who We Help
We Support Council Officers &
Executive Decision-Makers
Local Government Planners
We verify the integrity of reports and submissions, ensuring planning decisions are based on accurate, reliable evidence.
Environmental & Regulatory Teams
We assess technical and environmental submissions for authenticity and completeness before regulatory decisions.
Governance & Executive Teams
We support transparent, defensible governance by identifying AI-generated content and inconsistencies across submissions.
Customer Service & Submissions
We analyse high-volume community submissions, detecting duplicates, patterns, and AI-generated clusters early in the process.
OUR HVF PROCESS
How the Human Verification
Framework Works
Intake & Evidence Extraction
We collect metadata, revision traces, behavioural signals, and contextual cues from each submission, building a structured evidence set that forms the basis of the HVF review.
Human Verification & Patterns
Trained assessors examine authorship indicators, linguistic structures, and behavioural patterns, comparing them against known AI signals using the HVF’s structured modules.
Findings & Confidence Rating
We deliver clear outcomes—Authentic, Mixed, or AI-Dominant—supported by evidence, assessor notes, and confidence ratings, along with practical recommendations for Councils.
Concerned About AI-Generated Submissions?
Talk with TrustLab about verification options for your Council.
