Accelerate by Alignment
The front line can identify the anomaly — but cannot prove it.
We engineer the evidence that enables decision-making.
The more every item is manually reviewed, the less AI turns into profit.
The point is not to remove humans. It is to leave only the exceptions humans should review, while reducing review load, support load, and loss exposure when failures occur.
Appearance and detector scores alone cannot establish whether content was AI-generated. What matters is not an impression that something looks AI-made, but evidence and handling rules that can withstand objections.
Judge whether it is fit for factual finding, sanction, acceptance, or customer explanation, then decide whether to pass it, stop it, replace it, or investigate further.
The more every item goes to human review, the harder it becomes to justify economically. Reviewer time, attention, and responsibility keep increasing.
Split the flow into universal logging, prioritization, sample review, and forensic routing for exceptions so humans review only what matters.
Customers can also use AI agents to generate inquiries at scale. If every free inquiry receives a response, volume rises and human support gets clogged.
Do not rely on chatbots alone. Split the system into FAQ, intake conditions, logs, paid human support, and exception handling.
Independent review of vendor proposals, AI implementation plans, and pre-release risks. We triage whether the estimate is reasonable and whether AI should be used for the workflow at all.
Self-Check (free web version) →Ongoing AI-risk clearance across M&A, pharma, patent, and legal processes. We manage over-implementation, AI-generated content contamination, and supply-chain explanation gaps.
Technical review of suspected AI-generated documents, images, audio, video, proposals, and reports. This includes cases where your organization did not use AI but was affected by AI-generated materials, disguised AI use, fabricated credentials, or inconsistent explanations from counterparties, candidates, contractors, or investment targets.
We accept inquiries regarding services, pricing, and scope of engagement.
Formal engagements proceed after initial assessment and quotation.
We collect contact information (name, email, organization) to the extent necessary for service delivery. Entrusted documents and data themselves are used only for the relevant engagement. However, insights and patterns derived from entrusted data may be used for our research and development and statistical compilation after they have been anonymized and abstracted so that no individual, organization, or engagement can be identified.
Except where required by law, we do not disclose or provide engagement information to third parties without the client's agreement. If an external AI service is used to assist the analysis, we identify the service and the scope of transmission in advance and limit the data to the minimum necessary. Clients may permit external AI use, permit it only for anonymized, redacted, or extracted information, or prohibit transmission to external AI services. When external AI transmission is prohibited, entrusted materials are not transmitted to any third-party AI service.
Entrusted materials themselves are permanently deleted in an unrecoverable form in accordance with our destruction protocol. Deletion certificates are available upon request. Anonymized and abstracted information created under the preceding section is managed separately from the original entrusted materials and is not used to re-identify any individual, organization, or engagement.
For privacy-related inquiries, please contact us via the Contact page.
Our services encompass technical analysis, forensic reporting, and governance advisory regarding AI-generated content. We do not provide legal advice or litigation representation. Where legal action is required, we recommend coordination with qualified legal counsel.
Forensic reports represent analytical findings based on our proprietary technical methodology. They do not guarantee legal conclusions or judicial enforceability. The manner in which reports are utilized is determined at the client's discretion and responsibility.
We maintain strict confidentiality obligations regarding all engagement information. Except where required by law, the existence, content, and results of an engagement will not be disclosed to third parties without the client's prior written consent. Any use of external AI services to assist the analysis, including the service used and the scope of transmission, is governed by the processing conditions agreed in advance. When external AI transmission is prohibited, entrusted materials are not transmitted to any third-party AI service. Entrusted documents and data themselves are used only for the relevant engagement. However, insights and patterns derived from entrusted data may be used to improve our technical knowledge, for research and development, and for statistical compilation after they have been anonymized and abstracted so that no individual, organization, or engagement can be identified.
Our liability is limited to the fees paid by the client for the relevant engagement. We are not liable for indirect damages, lost profits, or reputational harm.