GenAI or Human?
Know the difference with confidence.

UncovAI is an efficient and ecological platform for detecting Generative AI content. We distinguish AI-generated text, documents and audio from human-created content using a lightweight, model-agnostic mathematical approach.

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AI content detection Sustainable computing Fraud & compliance

GenAI Detection at Scale

  • Model-agnostic detection across LLM families
  • Text, documents, IDs, datasets and audio deepfakes
  • Lightweight, eco-conscious algorithms
  • Built and deployed on Google Cloud
Designed for Financial Services, Government, Consulting & Software

Solution overview

UncovAI introduces an innovative platform for detecting Generative AI content, offering a blend of efficiency, accuracy and sustainability. Instead of relying on resource-intensive Deep Learning models, we employ a mathematical hypothesis and multilayered analysis that capture the structural and statistical signatures of AI-generated content.

Our platform acts as an autonomous AI layer for accounting, finance, risk and operational workflows, integrating with existing payment rails, accounting systems, document management and enterprise applications. Starting with document and content authenticity, we extend into fraud detection, KYC, dataset labelling, HR screening and consulting deliverable verification.

Key capabilities

  • Distinguish AI vs human content with explainable scores
  • Detect generated invoices, contracts and corporate documents
  • Identify synthetic IDs and support KYC workflows
  • Verify voice authenticity and detect audio deepfakes
  • Label generated samples in ML and Deep Learning datasets
  • Screen AI-generated CVs, cover letters and applications

Technology & approach

We detect clear differences between AI- and human-created content using a multilayered, model-agnostic method. At the core is a mathematical hypothesis that analyses token distributions, structural patterns and semantic regularities that are characteristic of modern Generative AI systems.

Our algorithms are intentionally lightweight and designed for high efficiency, allowing customers to run large-scale detection pipelines with a smaller environmental footprint than many deep-learning based detectors. This makes UncovAI suitable for production workloads in highly regulated and sustainability-focused organisations.

Reference architecture

  1. Content is ingested via API, batch upload or streaming connectors.
  2. Pre-processing normalises text, documents or audio features.
  3. UncovAI engines compute AI-authorship probability and confidence scores.
  4. Results are pushed to downstream systems (KYC, fraud, HR, DMS, SIEM).
  5. Dashboards and logs provide auditability and compliance reporting.

Built on Google Cloud

UncovAI is implemented as a cloud-native solution on Google Cloud, making it easy to integrate with existing data, security and AI workflows.

Cloud Run & Cloud Functions

Stateless detection APIs are deployed on Cloud Run and Cloud Functions, providing serverless scalability, automatic security updates and regional isolation for sensitive workloads.

BigQuery & Cloud Storage

Large document collections and datasets are stored in Cloud Storage and analysed via BigQuery, enabling high-volume batch detection and historical analysis without managing infrastructure.

Vertex AI & Document AI

Vertex AI is used for optional model training, experiment tracking and evaluation, while Document AI extracts structure from invoices, contracts and IDs before authenticity scoring.

Security & Compliance

Cloud Logging, Cloud Monitoring and Cloud Key Management Service (KMS) provide robust observability and encryption so that financial services, government agencies and enterprises can meet governance, risk and compliance requirements.

Solution qualification summary: UncovAI is a sustainable, model-agnostic Generative AI detection platform built on Google Cloud, enabling document, identity, dataset and audio authenticity checks for financial services, government, consulting, HR and media customers.

Use cases

Our customers use UncovAI to protect critical processes, improve trust and reduce fraud across multiple domains.

Document control

  • Ensure the authenticity of invoices, contracts and reports
  • Detect AI-generated or tampered business documents
  • Integrate with DMS, ECM and workflow tools

KYC & compliance

  • Detect synthetic IDs and AI-generated documents
  • Strengthen AML, KYC and onboarding workflows
  • Support regulatory audits with explainable scoring

Audio deepfake detection

  • Verify voice authenticity in customer service and support
  • Reduce fraud in call centres and high-risk interactions
  • Protect brand reputation and user trust

Dataset labelling

  • Identify generated samples in ML training data
  • Build more cost-effective and robust models
  • Improve model performance and reduce bias

Human Resources

  • Detect AI-generated CVs and cover letters
  • Support fair and transparent hiring decisions
  • Streamline candidate screening at scale

Consulting & professional services

  • Verify authenticity of deliverables and reports
  • Prevent misuse of GenAI in client work
  • Increase customer confidence and trust

Target industries & markets

Financial services Government & public sector Consulting & professional services Media & entertainment Software & internet Education & research

UncovAI serves software startups, small and mid-size businesses and large enterprises that need trustworthy AI detection in critical workflows. Our solution is particularly relevant for banks, insurers, public agencies, consulting firms, HR platforms and AI companies that operate in regulated or high-trust environments.

About UncovAI

UncovAI is an AI-native platform focused on augmenting the office of the CFO and other critical functions with trustworthy, explainable Generative AI detection. By combining rigorous mathematics with sustainable engineering on Google Cloud, we help organisations realise board-mandated governance, compliance and control while keeping compute and environmental costs under control.

Contact

Interested in piloting UncovAI or learning more about our Google Cloud solution?

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