Independent AI Investigation
Uncovering Truth. Managing Risk. Restoring Trust.
We are independent AI investigators who help organizations and individuals navigate the risks and realities of artificial intelligence.
Whether you need to verify AI-generated content, audit algorithms for bias and errors, investigate AI-enabled fraud and financial losses, assess systems before deployment, conduct technical due diligence on AI investments, or restore reputation after AI-generated harm, we provide fast, independent, and confidential investigations that deliver clarity and actionable answers.
An Irish-founded firm
Professional, fee-based investigations. Transparent fair pricing, all agreed up front.
Why CleanSkin Exists
Artificial intelligence can now fabricate histories, generate false allegations, impersonate real people, automate flawed decisions, and create financial and reputational harm at scale. Yet when AI systems fail, defraud, or deceive, critical questions remain unanswered:
- Is this content real or AI-generated?
- Are these algorithms biased or broken?
- Was this fraud enabled by AI?
- Is this AI system safe to deploy?
- Are vendor claims about AI capabilities accurate?
- Who is responsible and what can be done?
CleanSkin exists to bring clarity across the entire AI lifecycle. Whether you're preventing risks before deployment, investigating incidents after harm occurs, conducting due diligence on AI investments, or recovering from AI-enabled fraud and reputational damage, we provide independent, evidence-based investigations that establish origin, accuracy, accountability, and a path forward.
What We Do
AI Attribution & Authenticity Analysis
Determine whether content, claims, or decisions originate from AI systems, with documented confidence assessments.
Bias, Error & Automated Decision Audits
Identify misclassification, systemic bias, and failure modes in automated or algorithmic decision systems.
Fraud, Impersonation & Deepfake Investigation
Analyze AI-enabled fraud, voice cloning, identity misuse, and synthetic images, video, or audio.
AI-Related Financial Loss Analysis & Recovery
Quantify financial harm caused by AI errors, misattribution, fraud, or automated decision failures, then identify who is responsible, how the loss occurred, and what recovery options exist.
Recovery & Remediation Support
Provide documentation and advisory support for disputes, insurance claims, remediation, or corrective action.
Reputation Impact & Repair Advisory
Evidence-based support to correct false AI-generated claims and restore digital and professional reputation.
Regulatory & Legal-Ready Reporting
Produce structured findings suitable for legal proceedings, regulators, tribunals, or institutional review.
Pre-Deployment AI Risk Assessment
Independently test AI systems prior to rollout for safety, bias, compliance, and failure risk.
Independent Due Diligence
Assess AI vendors, systems, and claims for executives, boards, VCs, and investors.
Who We Help
How Engagements Work
A Clear, Commercial Process
Confidential Inquiry
Submit a brief description of the AI-related issue.
Scope & Quote
We review the matter and confirm scope, timeline, and pricing.
Engagement & Payment
Work begins once terms are agreed and payment is received in advance.
Investigation & Analysis
Technical review, evidence capture, and structured analysis.
Findings & Next Steps
Delivery of written findings, advisory, and optional follow-on support.
We limit concurrent engagements to ensure depth, independence, and credibility.
What You Receive
- Evidence capture and preservation
- Attribution confidence assessments
- Bias, error, and failure analysis
- Financial and reputational impact assessment
- Timelines and causal mapping
- Written investigation reports
- Documentation suitable for legal, regulatory, or platform review
- Advisory on remediation and next steps
Independence, Confidentiality & Trust
Our principles ensure objective, reliable analysis you can depend on
Vendor-Neutral
Platform-independent analysis with no conflicts of interest.
Fee-Based, No Contingencies
Transparent pricing. No outcome-based or recovery-linked fees.
Strict Confidentiality
We never sell, license, or share client data. Ever.
Manual, Human-Led Analysis
Human expertise drives conclusions, not automated tools.
Forensic Standards
Evidence handled to legal, regulatory, and forensic requirements.
Have an AI-related issue that needs independent assessment?
Submit a confidential request for review.
Each inquiry receives a preliminary scope review and quote.
Professional, fee-based services. Transparent fair pricing, all agreed up front.